{"id":3186,"date":"2024-11-25T12:23:24","date_gmt":"2024-11-25T12:23:24","guid":{"rendered":"https:\/\/qa.visionx.io\/?page_id=3186"},"modified":"2025-03-11T08:14:04","modified_gmt":"2025-03-11T08:14:04","slug":"computer-vision-development","status":"publish","type":"page","link":"https:\/\/visionx.io\/staging\/2890\/services\/computer-vision-development\/","title":{"rendered":"Computer Vision Development Services"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3186\" class=\"elementor elementor-3186\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ec5f9b tw_services_banner e-flex e-con-boxed e-con e-parent\" data-id=\"5ec5f9b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fa7ce56 elementor-widget elementor-widget-heading\" data-id=\"fa7ce56\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Detect. Interpret. Enhance. <\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-584b216 elementor-widget__width-initial tw_colored_text elementor-widget elementor-widget-heading\" data-id=\"584b216\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Computer Vision Development Services<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80edfb0 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"80edfb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Retrieve real-time insights from images and videos through our computer vision development and consulting services that turn pixels into powerful predictions.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5d3ea3 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"c5d3ea3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6Ijg0NCIsInRvZ2dsZSI6ZmFsc2V9\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Build with Us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7646946 elementor-widget__width-initial elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"7646946\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bcfcac1 e-con-full e-flex e-con e-child\" data-id=\"bcfcac1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd8d666 elementor-widget elementor-widget-image\" data-id=\"fd8d666\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"154\" height=\"28\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/10\/Staples_2019-1.svg\" class=\"attachment-full size-full wp-image-157\" alt=\"Staples\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c1a14b0 elementor-widget elementor-widget-image\" data-id=\"c1a14b0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"56\" height=\"42\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/10\/Mcdonalds.svg\" class=\"attachment-full size-full wp-image-158\" alt=\"Mcdonalds\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37a5474 elementor-widget elementor-widget-image\" data-id=\"37a5474\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"153\" height=\"31\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/11\/Emaar_logo.svg\" class=\"attachment-full size-full wp-image-18852\" alt=\"Emaar\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bce20f elementor-widget elementor-widget-image\" data-id=\"1bce20f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"135\" height=\"24\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/10\/veeve.svg\" class=\"attachment-full size-full wp-image-161\" alt=\"veeve\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-71bad66 tw_service_banner e-flex e-con-boxed e-con e-parent\" data-id=\"71bad66\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d530ca elementor-widget elementor-widget-heading\" data-id=\"7d530ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Computer Vision Development &amp; Consulting Services<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-daf12ca e-con-full e-flex e-con e-child\" data-id=\"daf12ca\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-bd315e2 e-con-full e-flex e-con e-child\" data-id=\"bd315e2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-51ccac6 elementor-widget elementor-widget-heading\" data-id=\"51ccac6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Object Detection<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a3fc76 elementor-widget elementor-widget-text-editor\" data-id=\"5a3fc76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Detect and localize objects in images or videos using advanced models like YOLOv8, YOLO11, and Vision Transformers (ViTs). These models generate bounding boxes, assign labels, and utilize a self-attention mechanism to capture global context, enhancing accuracy. Businesses can use our computer vision development services for object detection, inventory tracking, and automated monitoring.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e8b543c e-con-full e-flex e-con e-child\" data-id=\"e8b543c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da536ed elementor-widget elementor-widget-image\" data-id=\"da536ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1172\" height=\"851\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Detection.png\" class=\"attachment-full size-full wp-image-19524\" alt=\"Object Detection\" srcset=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Detection.png 1172w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Detection-300x218.png 300w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Detection-1024x744.png 1024w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Detection-768x558.png 768w\" sizes=\"(max-width: 1172px) 100vw, 1172px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b674d30 e-con-full e-flex e-con e-child\" data-id=\"b674d30\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-59293c6 e-con-full e-flex e-con e-child\" data-id=\"59293c6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5850d96 elementor-widget elementor-widget-image\" data-id=\"5850d96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1206\" height=\"851\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Tracking.png\" class=\"attachment-full size-full wp-image-19525\" alt=\"Object Tracking\" srcset=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Tracking.png 1206w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Tracking-300x212.png 300w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Tracking-1024x723.png 1024w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Object-Tracking-768x542.png 768w\" sizes=\"(max-width: 1206px) 100vw, 1206px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8072e30 e-con-full e-flex e-con e-child\" data-id=\"8072e30\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ed541a6 elementor-widget elementor-widget-heading\" data-id=\"ed541a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Object Tracking<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f72362 elementor-widget elementor-widget-text-editor\" data-id=\"7f72362\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">SOTA video analysis models like ByteTrack, DeepSORT, ETTrack, and OneTracker are best for object tracking and scene understanding. These models accurately track objects across frames, detect motion, and predict future movements. <\/span><span style=\"font-weight: 400;\">After analyzing object interactions and recognizing anomalies, they can trigger actions such as alerts or emergency responses, making them useful for applications like action recognition, vehicle tracking, and behavior analysis.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ed8a86f e-con-full e-flex e-con e-child\" data-id=\"ed8a86f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8278942 e-con-full e-flex e-con e-child\" data-id=\"8278942\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54b1b87 elementor-widget elementor-widget-heading\" data-id=\"54b1b87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Instance Segmentation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65f8896 elementor-widget elementor-widget-text-editor\" data-id=\"65f8896\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Instance segmentation identifies and segments individual objects within an image. We deploy advanced models like YOLO11-seg, Mask R-CNN, SAM2, OneFormer, and SOTA to generate precise masks for each object. For pixel-level precision, we use semantic segmentation models like DeepLabV3+ and SegFormer. Works best for medical imaging and autonomous navigation.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-48fec0f e-con-full e-flex e-con e-child\" data-id=\"48fec0f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-acb4210 elementor-widget elementor-widget-image\" data-id=\"acb4210\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1172\" height=\"849\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Instance-Segmentation.png\" class=\"attachment-full size-full wp-image-19530\" alt=\"Instance Segmentation\" srcset=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Instance-Segmentation.png 1172w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Instance-Segmentation-300x217.png 300w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Instance-Segmentation-1024x742.png 1024w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Instance-Segmentation-768x556.png 768w\" sizes=\"(max-width: 1172px) 100vw, 1172px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a3cbf1 e-con-full e-flex e-con e-child\" data-id=\"6a3cbf1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-ca22681 e-con-full e-flex e-con e-child\" data-id=\"ca22681\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6eabbd9 elementor-widget elementor-widget-image\" data-id=\"6eabbd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1172\" height=\"851\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Search.png\" class=\"attachment-full size-full wp-image-19529\" alt=\"Visual Search\" srcset=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Search.png 1172w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Search-300x218.png 300w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Search-1024x744.png 1024w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Search-768x558.png 768w\" sizes=\"(max-width: 1172px) 100vw, 1172px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-04a5a94 e-con-full e-flex e-con e-child\" data-id=\"04a5a94\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6df0b60 elementor-widget elementor-widget-heading\" data-id=\"6df0b60\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Visual Search<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98e4fbe elementor-widget elementor-widget-text-editor\" data-id=\"98e4fbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Customers often seek to find similar products, objects, or relevant information by simply uploading a picture or a video clip. Using advanced models like CLIP, DETR, and YOLO11, we enable accurate product recognition and retrieval based on images. This technology has applications in <a href=\"https:\/\/visionx.io\/industries\/ecommerce-retail\/\">e-commerce\/ retail<\/a>, fashion, and catalog management, making it easier for customers to find what they need.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1812ffd e-con-full e-flex e-con e-child\" data-id=\"1812ffd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-95a8122 e-con-full e-flex e-con e-child\" data-id=\"95a8122\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-40a3759 elementor-widget elementor-widget-heading\" data-id=\"40a3759\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Pose Estimation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c437e22 elementor-widget elementor-widget-text-editor\" data-id=\"c437e22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Imagine being able to track and understand human movements, gestures, and body positions with pinpoint accuracy. Our pose estimation technology, powered by models like YOLO-pose, OpenPose, and HRNet, makes this possible in real-time. Optimize fitness tracking, virtual experiences, and workplace ergonomics to learn how people move and interact.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e87868d e-con-full e-flex e-con e-child\" data-id=\"e87868d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1225ba7 elementor-widget elementor-widget-image\" data-id=\"1225ba7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1172\" height=\"849\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Pose-estimation.png\" class=\"attachment-full size-full wp-image-19527\" alt=\"Pose estimation\" srcset=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Pose-estimation.png 1172w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Pose-estimation-300x217.png 300w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Pose-estimation-1024x742.png 1024w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Pose-estimation-768x556.png 768w\" sizes=\"(max-width: 1172px) 100vw, 1172px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ef67927 e-con-full e-flex e-con e-child\" data-id=\"ef67927\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-a5663b8 e-con-full e-flex e-con e-child\" data-id=\"a5663b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fbb67b6 elementor-widget elementor-widget-image\" data-id=\"fbb67b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1172\" height=\"851\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Classification.png\" class=\"attachment-full size-full wp-image-19522\" alt=\"Classification\" srcset=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Classification.png 1172w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Classification-300x218.png 300w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Classification-1024x744.png 1024w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Classification-768x558.png 768w\" sizes=\"(max-width: 1172px) 100vw, 1172px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-49615c2 e-con-full e-flex e-con e-child\" data-id=\"49615c2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c1ba9ce elementor-widget elementor-widget-heading\" data-id=\"c1ba9ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Classification<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f16634 elementor-widget elementor-widget-text-editor\" data-id=\"2f16634\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We build custom image classification models using advanced architectures like EfficientNet and Vision Transformers (ViT). Our models are optimized for accuracy and speed, making them suitable for real-time applications like medical diagnostics, defect detection, and inventory management. We also offer on-device classification solutions for IoT and mobile devices.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-23a3fb0 e-con-full e-flex e-con e-child\" data-id=\"23a3fb0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-aff22b4 e-con-full e-flex e-con e-child\" data-id=\"aff22b4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0455151 elementor-widget elementor-widget-heading\" data-id=\"0455151\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Visual Language Models (VLMs)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ee69b2 elementor-widget elementor-widget-text-editor\" data-id=\"3ee69b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">VLMs work by combining visual information with text, helping computers \u2018see\u2019 and talk about what they see. It\u2019s a collaboration of <a href=\"https:\/\/visionx.io\/services\/natural-language-processing\/\">NLP<\/a> and computer vision for tasks like image captioning, generating answers, and summarizing visual data. Using advanced\u00a0 VLMs like Llama-3.2<\/span><span style=\"font-weight: 400;\">-90B-Vision-Instruct<\/span><span style=\"font-weight: 400;\">, InternVL2.5, Qwen2-VL, CogVLM2, and PaliGemma2, we enable accurate image analysis.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5a9a68c e-con-full e-flex e-con e-child\" data-id=\"5a9a68c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ce1cf75 elementor-widget elementor-widget-image\" data-id=\"ce1cf75\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1172\" height=\"865\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Language-Models.png\" class=\"attachment-full size-full wp-image-19528\" alt=\"Visual Language Models\" srcset=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Language-Models.png 1172w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Language-Models-300x221.png 300w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Language-Models-1024x756.png 1024w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Visual-Language-Models-768x567.png 768w\" sizes=\"(max-width: 1172px) 100vw, 1172px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c54b373 e-con-full e-flex e-con e-child\" data-id=\"c54b373\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-baf5f01 e-con-full e-flex e-con e-child\" data-id=\"baf5f01\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c5162c elementor-widget elementor-widget-image\" data-id=\"1c5162c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1196\" height=\"851\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Facial-Recognition.png\" class=\"attachment-full size-full wp-image-19523\" alt=\"Facial Recognition\" srcset=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Facial-Recognition.png 1196w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Facial-Recognition-300x213.png 300w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Facial-Recognition-1024x729.png 1024w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Facial-Recognition-768x546.png 768w\" sizes=\"(max-width: 1196px) 100vw, 1196px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a99aa61 e-con-full e-flex e-con e-child\" data-id=\"a99aa61\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc65f2d elementor-widget elementor-widget-heading\" data-id=\"dc65f2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Facial Recognition<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44d59a6 elementor-widget elementor-widget-text-editor\" data-id=\"44d59a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">VisionX&#8217;s facial recognition solutions, powered by advanced models like FaceNet, ArcFace, and YOLOv11-face, deliver high-accuracy identification and verification. Ideal for security, access control, and marketing, facial recognition services deliver real-time recognition while adhering to GDPR standards. Our models are customizable to meet specific business needs.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f086dcf e-con-full e-flex e-con e-child\" data-id=\"f086dcf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-dcf5136 e-con-full e-flex e-con e-child\" data-id=\"dcf5136\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-22978c1 elementor-widget elementor-widget-heading\" data-id=\"22978c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">OCR Extraction<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a62fd0 elementor-widget elementor-widget-text-editor\" data-id=\"7a62fd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">If your business relies on visual data, CV-powered <a href=\"https:\/\/visionx.io\/technologies\/ocr-services-api\/\">OCR<\/a> models like PaddleOCR, EasyOCR, and Tesseract can do wonders. They extract text from scanned documents, video frames, and real-time streams while accurately processing forms, receipts, and tables. We customize OCR models for your specific needs, like document scanning, inventory management, and real-time video text extraction.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6abb966 e-con-full e-flex e-con e-child\" data-id=\"6abb966\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87a3c12 elementor-widget elementor-widget-image\" data-id=\"87a3c12\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1172\" height=\"849\" src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/OCR-Extraction.png\" class=\"attachment-full size-full wp-image-19526\" alt=\"OCR Extraction\" srcset=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/OCR-Extraction.png 1172w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/OCR-Extraction-300x217.png 300w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/OCR-Extraction-1024x742.png 1024w, https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/OCR-Extraction-768x556.png 768w\" sizes=\"(max-width: 1172px) 100vw, 1172px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b6aabfc e-flex e-con-boxed e-con e-parent\" data-id=\"b6aabfc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-484bb0e tw_colored_text elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"484bb0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Computer Vision Development Process<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-243725b elementor-widget elementor-widget-text-editor\" data-id=\"243725b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Our 5-step approach to <\/span><span style=\"font-weight: 400;\">computer vision development services<\/span><span style=\"font-weight: 400;\">:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-969019f tw_ser_polygon_tabs e-n-tabs-mobile elementor-widget elementor-widget-n-tabs\" data-id=\"969019f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"nested-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-tabs\" data-widget-number=\"157876639\" aria-label=\"Tabs. Open items with Enter or Space, close with Escape and navigate using the Arrow keys.\">\n\t\t\t<div class=\"e-n-tabs-heading\" role=\"tablist\">\n\t\t\t\t\t<button id=\"e-n-tab-title-1578766391\" data-tab-title-id=\"e-n-tab-title-1578766391\" class=\"e-n-tab-title\" aria-selected=\"true\" data-tab-index=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-1578766391\" style=\"--n-tabs-title-order: 1;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tData Collection &amp; Annotation\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1578766392\" data-tab-title-id=\"e-n-tab-title-1578766392\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1578766392\" style=\"--n-tabs-title-order: 2;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tModel Selection &amp; Customization\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1578766393\" data-tab-title-id=\"e-n-tab-title-1578766393\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1578766393\" style=\"--n-tabs-title-order: 3;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tTraining &amp; Optimization\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1578766394\" data-tab-title-id=\"e-n-tab-title-1578766394\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1578766394\" style=\"--n-tabs-title-order: 4;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tDeployment\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t<button id=\"e-n-tab-title-1578766395\" data-tab-title-id=\"e-n-tab-title-1578766395\" class=\"e-n-tab-title\" aria-selected=\"false\" data-tab-index=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-1578766395\" style=\"--n-tabs-title-order: 5;\">\n\t\t\t\t\t<span class=\"e-n-tab-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t<\/span>\n\t\t\t\t\t<span class=\"e-n-tab-title-text\">\n\t\t\t\tContinuous Monitoring &amp; MLOps\t\t\t<\/span>\n\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-tabs-content\">\n\t\t\t\t<div id=\"e-n-tab-content-1578766391\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1578766391\" data-tab-index=\"1\" style=\"--n-tabs-title-order: 1;\" class=\"e-active elementor-element elementor-element-cadc84f e-con-full e-flex e-con e-child\" data-id=\"cadc84f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0cbafca elementor-widget elementor-widget-heading\" data-id=\"0cbafca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">01<br><br>Data Collection &amp; Annotation<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0b2b2c elementor-widget elementor-widget-spacer\" data-id=\"a0b2b2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a216f81 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"a216f81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We collaborate with clients to collect images and videos from cameras, databases, or online sources. Tools such as OpenCV (latest version) and PIL <\/span><span style=\"font-weight: 400;\">refine image quality by addressing challenges like poor lighting, noise, and low resolution. Additional techniques like histogram equalization and edge enhancement can further optimize the data for the next stages in the pipeline.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1578766392\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1578766392\" data-tab-index=\"2\" style=\"--n-tabs-title-order: 2;\" class=\" elementor-element elementor-element-c806379 e-con-full e-flex e-con e-child\" data-id=\"c806379\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b6f8ce elementor-widget elementor-widget-heading\" data-id=\"1b6f8ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">02<br><br>Model Selection &amp; Customization<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f955585 elementor-widget elementor-widget-spacer\" data-id=\"f955585\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7db4d73 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"7db4d73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We carefully select and fine-tune models based on your requirements using frameworks like PyTorch, TensorFlow, and Keras. If necessary, we develop custom neural networks to achieve the best results for your business needs.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1578766393\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1578766393\" data-tab-index=\"3\" style=\"--n-tabs-title-order: 3;\" class=\" elementor-element elementor-element-f5196ee e-con-full e-flex e-con e-child\" data-id=\"f5196ee\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f15decf elementor-widget elementor-widget-heading\" data-id=\"f15decf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">03<br><br>Training &amp; Optimization<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d6f8cb elementor-widget elementor-widget-spacer\" data-id=\"5d6f8cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-424149d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"424149d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We train models on high-performance GPUs, using advanced techniques like data augmentation and hyperparameter tuning to optimize for speed, accuracy, and reliability.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1578766394\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1578766394\" data-tab-index=\"4\" style=\"--n-tabs-title-order: 4;\" class=\" elementor-element elementor-element-495a6aa e-con-full e-flex e-con e-child\" data-id=\"495a6aa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c4248f9 elementor-widget elementor-widget-heading\" data-id=\"c4248f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">04<br><br>Deployment<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a92f144 elementor-widget elementor-widget-spacer\" data-id=\"a92f144\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffe5cf2 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"ffe5cf2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Our <\/span><span style=\"font-weight: 400;\">computer vision solutions<\/span><span style=\"font-weight: 400;\"> are deployed across multiple environments, such as cloud platforms (AWS, Azure, GCP), on-premise systems, or edge devices. These models work for real-time processing and smoothly integrate with your existing infrastructure.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div id=\"e-n-tab-content-1578766395\" role=\"tabpanel\" aria-labelledby=\"e-n-tab-title-1578766395\" data-tab-index=\"5\" style=\"--n-tabs-title-order: 5;\" class=\" elementor-element elementor-element-94c8118 e-con-full e-flex e-con e-child\" data-id=\"94c8118\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e00ee4 elementor-widget elementor-widget-heading\" data-id=\"4e00ee4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">05<br><br>Continuous Monitoring &amp; MLOps<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25ac45f elementor-widget elementor-widget-spacer\" data-id=\"25ac45f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78e61e2 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"78e61e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">We use tools like MLflow and Kubeflow to automate and scale the entire lifecycle of model development and deployment. This guarantees long-term performance and adaptability.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-697dd8e e-flex e-con-boxed e-con e-parent\" data-id=\"697dd8e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-102b734 elementor-widget elementor-widget-heading\" data-id=\"102b734\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Why VisionX?<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-306dae9 elementor-widget elementor-widget-spacer\" data-id=\"306dae9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e3d1c5 tw_colored_text elementor-widget elementor-widget-heading\" data-id=\"0e3d1c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">See Why Customers Love VisionX<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9501f0 elementor-widget elementor-widget-spacer\" data-id=\"b9501f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6f3cae elementor-testimonial--align-left elementor-widget__width-initial elementor-absolute tw_testi elementor-hidden-tablet elementor-hidden-mobile elementor-testimonial--skin-default elementor-testimonial--layout-image_inline elementor-widget elementor-widget-testimonial-carousel\" data-id=\"c6f3cae\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_per_view&quot;:&quot;3&quot;,&quot;slides_per_view_tablet&quot;:&quot;2&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;lazyload&quot;:&quot;yes&quot;,&quot;space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:16,&quot;sizes&quot;:[]},&quot;_position&quot;:&quot;absolute&quot;,&quot;speed&quot;:500,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;loop&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"testimonial-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t\t\t<div class=\"elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Slides\">\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tVisionX has been a great company to work with. I recently had them design an innovation program for my company and they have done a fantastic job so far. I've been really impressed by their creativity.\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img class=\"swiper-lazy\" data-src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/11\/f58b138063a918cf02a97cd85e33c21b-1.webp\" alt=\"Ivan Remirez\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Ivan Remirez<\/span><span class=\"elementor-testimonial__title\">EX-CPO EMAAR<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tVisionX has always come through on time with every project that we have given them. They are a great company to work with because they pay attention to the details and everything is done properly.\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img class=\"swiper-lazy\" data-src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/11\/bart.webp\" alt=\"Bart\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Bart Van Proeyen<\/span><span class=\"elementor-testimonial__title\">CEO KWARTS<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tI have been working with VisionX for many years now and they have been a pleasure to work with. They originally helped us out on a small project, to see if we could work together, and from there, it just spiraled out of control.\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img class=\"swiper-lazy\" data-src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/11\/thomas.webp\" alt=\"thomas\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Thomas<\/span><span class=\"elementor-testimonial__title\">Director<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18a930c elementor-testimonial--align-left tw_testi elementor-hidden-desktop elementor-testimonial--skin-default elementor-testimonial--layout-image_inline elementor-widget elementor-widget-testimonial-carousel\" data-id=\"18a930c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_per_view&quot;:&quot;3&quot;,&quot;slides_per_view_tablet&quot;:&quot;2&quot;,&quot;slides_per_view_mobile&quot;:&quot;1&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;slides_to_scroll_tablet&quot;:&quot;1&quot;,&quot;slides_to_scroll_mobile&quot;:&quot;1&quot;,&quot;lazyload&quot;:&quot;yes&quot;,&quot;space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:16,&quot;sizes&quot;:[]},&quot;speed&quot;:500,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;loop&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"testimonial-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t\t\t<div class=\"elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Slides\">\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tVisionX has been a great company to work with. I recently had them design an innovation program for my company and they have done a fantastic job so far. I've been really impressed by their creativity.\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img class=\"swiper-lazy\" data-src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/11\/f58b138063a918cf02a97cd85e33c21b-1.webp\" alt=\"Ivan Remirez\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Ivan Remirez<\/span><span class=\"elementor-testimonial__title\">EX-CPO EMAAR<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tVisionX has always come through on time with every project that we have given them. They are a great company to work with because they pay attention to the details and everything is done properly.\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img class=\"swiper-lazy\" data-src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/11\/bart.webp\" alt=\"bart\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Bart Van Proeyen<\/span><span class=\"elementor-testimonial__title\">CEO KWARTS<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tI have been working with VisionX for many years now and they have been a pleasure to work with. They originally helped us out on a small project, to see if we could work together, and from there, it just spiraled out of control.\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img class=\"swiper-lazy\" data-src=\"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/11\/thomas.webp\" alt=\"thomas\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-lazy-preloader\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Thomas<\/span><span class=\"elementor-testimonial__title\">Director<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-217e9b8 tw_ser_faq_bg e-flex e-con-boxed e-con e-parent\" data-id=\"217e9b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f04f83 tw_colored_text elementor-widget elementor-widget-heading\" data-id=\"1f04f83\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FAQs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2bd15a2 tw_ser_faqs elementor-widget elementor-widget-n-accordion\" data-id=\"2bd15a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;max_items_expended&quot;:&quot;multiple&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;default_state&quot;:&quot;expanded&quot;}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4590\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-4590\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What is Computer Vision (CV)? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M18.74 28.2141V25.4141H29.065V28.2141H18.74Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M29.31 22.6841V25.2041H25.18V29.6841H22.38V25.2041H18.25V22.6841H22.38V18.2041H25.18V22.6841H29.31Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4590\" class=\"elementor-element elementor-element-2061542 e-con-full e-flex e-con e-child\" data-id=\"2061542\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e9b9f2 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"9e9b9f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Computer Vision is the branch of AI that allows computers to understand the context of images and videos like NLP does for textual data. In simple words, <\/span><span style=\"font-weight: 400;\">computer vision solutions<\/span><span style=\"font-weight: 400;\"> mimic human vision by processing and extracting information from visual data (images and videos), just like the human eye.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4591\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4591\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Which industries can benefit from computer vision? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M18.74 28.2141V25.4141H29.065V28.2141H18.74Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M29.31 22.6841V25.2041H25.18V29.6841H22.38V25.2041H18.25V22.6841H22.38V18.2041H25.18V22.6841H29.31Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4591\" class=\"elementor-element elementor-element-0f56c96 e-con-full e-flex e-con e-child\" data-id=\"0f56c96\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a03255 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"3a03255\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Computer vision can revolutionize many sectors. <span class=\"hover:bg-blue-100 dark:hover:bg-blue-400\/30 hover:cursor-pointer text-black dark:text-gray-200\" aria-expanded=\"false\">Retail benefits from the enhanced management of inventory and improved customer insights through its application.\u00a0<\/span><span class=\"hover:bg-blue-100 dark:hover:bg-blue-400\/30 hover:cursor-pointer text-black dark:text-gray-200\" aria-expanded=\"false\">The <a href=\"https:\/\/visionx.io\/industries\/utility-power\/\">power and energy sector<\/a> benefits from automated asset inspections and predictive maintenance, which enhances operational safety and efficiency<\/span>. In the technology field, it powers secure facial recognition, AR\/VR, and smart robotics. Manufacturing benefits from improved quality control through real-time defect detection, while <a href=\"https:\/\/visionx.io\/industries\/quick-service-restaurant\/\">QSRs<\/a> can use it to monitor kitchen hygiene, automate ordering systems, and optimize ingredient inventory.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4592\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4592\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How does Computer Vision Software Development differ from traditional image processing? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M18.74 28.2141V25.4141H29.065V28.2141H18.74Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M29.31 22.6841V25.2041H25.18V29.6841H22.38V25.2041H18.25V22.6841H22.38V18.2041H25.18V22.6841H29.31Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4592\" class=\"elementor-element elementor-element-5f3bd0d e-con-full e-flex e-con e-child\" data-id=\"5f3bd0d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e7fe29 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"2e7fe29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Unlike traditional image processing, which relies on fixed algorithms and manual rule-based techniques, computer vision software development uses <a href=\"https:\/\/visionx.io\/services\/machine-learning\/\">machine learning services<\/a> to interpret and analyze visual data. This approach not only yields more accurate and robust insights from images and videos but also enables the creation of intelligent systems that can make data-driven decisions autonomously.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4593\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4593\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How can computer vision consulting services benefit my business? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M18.74 28.2141V25.4141H29.065V28.2141H18.74Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M29.31 22.6841V25.2041H25.18V29.6841H22.38V25.2041H18.25V22.6841H22.38V18.2041H25.18V22.6841H29.31Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4593\" class=\"elementor-element elementor-element-18d34dc e-con-full e-flex e-con e-child\" data-id=\"18d34dc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e4b883e elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"e4b883e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2262\" data-end=\"2308\">Engaging with computer vision consulting services can lead to increased operational efficiency, cost reductions, and the development of innovative products. By partnering with top computer vision consulting companies like VisionX, businesses can harness advanced technologies to gain a competitive edge.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4594\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4594\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\">  Is Computer Vision the same as deep learning? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M18.74 28.2141V25.4141H29.065V28.2141H18.74Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M29.31 22.6841V25.2041H25.18V29.6841H22.38V25.2041H18.25V22.6841H22.38V18.2041H25.18V22.6841H29.31Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4594\" class=\"elementor-element elementor-element-b9d9cf9 e-con-full e-flex e-con e-child\" data-id=\"b9d9cf9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f9c415 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"3f9c415\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">No, computer vision and deep learning are not the same. Computer vision is a broader field that involves enabling computers to understand visual information. Deep learning is a specific technique within computer vision that uses artificial neural networks to learn complex patterns from data.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4595\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4595\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What if we have limited or no existing data for training? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M18.74 28.2141V25.4141H29.065V28.2141H18.74Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M29.31 22.6841V25.2041H25.18V29.6841H22.38V25.2041H18.25V22.6841H22.38V18.2041H25.18V22.6841H29.31Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4595\" class=\"elementor-element elementor-element-8271c3f e-con-full e-flex e-con e-child\" data-id=\"8271c3f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-211c964 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"211c964\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"hover:bg-blue-100 dark:hover:bg-blue-400\/30 hover:cursor-pointer text-black dark:text-gray-200\" aria-expanded=\"false\">Organizations must possess extensive quality data yet we recognize that some begin with no existing datasets.\u00a0<\/span><span class=\"hover:bg-blue-100 dark:hover:bg-blue-400\/30 hover:cursor-pointer text-black dark:text-gray-200\" aria-expanded=\"false\">We assist organizations by sourcing or creating new data through methods like camera setup or synthetic data creation and apply augmentation techniques to enhance sample variety.\u00a0<\/span><span class=\"hover:bg-blue-100 dark:hover:bg-blue-400\/30 hover:cursor-pointer text-black dark:text-gray-200\" aria-expanded=\"false\">Our approach includes transfer learning which utilizes pre-trained models to minimize the necessity for extensive datasets in specific situations.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4596\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"7\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4596\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What kinds of applications have you build with computer vision? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M18.74 28.2141V25.4141H29.065V28.2141H18.74Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M29.31 22.6841V25.2041H25.18V29.6841H22.38V25.2041H18.25V22.6841H22.38V18.2041H25.18V22.6841H29.31Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4596\" class=\"elementor-element elementor-element-3a4bcc9 e-con-full e-flex e-con e-child\" data-id=\"3a4bcc9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4996bc elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"b4996bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2262\" data-end=\"2308\">We\u2019ve developed a range of custom solutions, including a visual search feature for an e-commerce store, an AR try-on experience for a jewelry company, a transmission line fault detection system for the energy sector, and an order validation solution for restaurants to reduce errors.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4597\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"8\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4597\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How is pricing determined for a computer vision project? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M18.74 28.2141V25.4141H29.065V28.2141H18.74Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"49\" viewBox=\"0 0 48 49\" fill=\"none\"><rect y=\"0.0664062\" width=\"48\" height=\"48\" rx=\"7\" fill=\"white\"><\/rect><path d=\"M29.31 22.6841V25.2041H25.18V29.6841H22.38V25.2041H18.25V22.6841H22.38V18.2041H25.18V22.6841H29.31Z\" fill=\"black\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4597\" class=\"elementor-element elementor-element-912278d e-con-full e-flex e-con e-child\" data-id=\"912278d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-39bd0af elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"39bd0af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"2262\" data-end=\"2308\">Pricing depends on various factors, including:<\/p><ul data-start=\"2309\" data-end=\"2569\"><li data-start=\"2309\" data-end=\"2403\"><strong data-start=\"2311\" data-end=\"2343\">Project scope and complexity<\/strong> (e.g., basic detection vs. advanced predictive analytics)<\/li><li data-start=\"2404\" data-end=\"2445\"><strong data-start=\"2406\" data-end=\"2436\">Volume and quality of data<\/strong> needed<\/li><li data-start=\"2446\" data-end=\"2514\"><strong data-start=\"2448\" data-end=\"2474\">Deployment environment<\/strong> (on-premises, cloud, or edge devices)<\/li><li data-start=\"2515\" data-end=\"2569\"><strong data-start=\"2517\" data-end=\"2545\">Integration requirements<\/strong> with existing systems<\/li><\/ul><p data-start=\"2571\" data-end=\"2700\">After an initial consultation, we provide a ballpark figure. A more detailed estimate is given once the project scope is refined.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What is Computer Vision (CV)?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Computer Vision is the branch of AI that allows computers to understand the context of images and videos like NLP does for textual data. In simple words, computer vision solutions mimic human vision by processing and extracting information from visual data (images and videos), just like the human eye.\"}},{\"@type\":\"Question\",\"name\":\"Which industries can benefit from computer vision?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Computer vision can revolutionize many sectors. Retail benefits from the enhanced management of inventory and improved customer insights through its application.\\u00a0The power and energy sector benefits from automated asset inspections and predictive maintenance, which enhances operational safety and efficiency. In the technology field, it powers secure facial recognition, AR\\\/VR, and smart robotics. Manufacturing benefits from improved quality control through real-time defect detection, while QSRs can use it to monitor kitchen hygiene, automate ordering systems, and optimize ingredient inventory.\"}},{\"@type\":\"Question\",\"name\":\"How does Computer Vision Software Development differ from traditional image processing?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Unlike traditional image processing, which relies on fixed algorithms and manual rule-based techniques, computer vision software development uses machine learning services to interpret and analyze visual data. This approach not only yields more accurate and robust insights from images and videos but also enables the creation of intelligent systems that can make data-driven decisions autonomously.\"}},{\"@type\":\"Question\",\"name\":\"How can computer vision consulting services benefit my business?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Engaging with computer vision consulting services can lead to increased operational efficiency, cost reductions, and the development of innovative products. By partnering with top computer vision consulting companies like VisionX, businesses can harness advanced technologies to gain a competitive edge.\"}},{\"@type\":\"Question\",\"name\":\"Is Computer Vision the same as deep learning?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"No, computer vision and deep learning are not the same. Computer vision is a broader field that involves enabling computers to understand visual information. Deep learning is a specific technique within computer vision that uses artificial neural networks to learn complex patterns from data.\"}},{\"@type\":\"Question\",\"name\":\"What if we have limited or no existing data for training?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Organizations must possess extensive quality data yet we recognize that some begin with no existing datasets.\\u00a0We assist organizations by sourcing or creating new data through methods like camera setup or synthetic data creation and apply augmentation techniques to enhance sample variety.\\u00a0Our approach includes transfer learning which utilizes pre-trained models to minimize the necessity for extensive datasets in specific situations.\"}},{\"@type\":\"Question\",\"name\":\"What kinds of applications have you build with computer vision?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"We\\u2019ve developed a range of custom solutions, including a visual search feature for an e-commerce store, an AR try-on experience for a jewelry company, a transmission line fault detection system for the energy sector, and an order validation solution for restaurants to reduce errors.\"}},{\"@type\":\"Question\",\"name\":\"How is pricing determined for a computer vision project?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Pricing depends on various factors, including:Project scope and complexity (e.g., basic detection vs. advanced predictive analytics)Volume and quality of data neededDeployment environment (on-premises, cloud, or edge devices)Integration requirements with existing systemsAfter an initial consultation, we provide a ballpark figure. A more detailed estimate is given once the project scope is refined.\"}}]}<\/script>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fca4801 e-flex e-con-boxed e-con e-parent\" data-id=\"fca4801\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd8416a elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"fd8416a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Talk to Us About Your Digital Transformation Needs!<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c51e4b8 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"c51e4b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tOne of our experts will get on a short call to discuss your needs and find a fit before coming up with an engagement proposal.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e102d3b elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"e102d3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6Ijg0NCIsInRvZ2dsZSI6ZmFsc2V9\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Build with Us<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Detect. Interpret. Enhance. Computer Vision Development Services Retrieve real-time insights from images and videos through our computer vision development and consulting services that turn pixels into powerful predictions. Build with Us Computer Vision Development &amp; Consulting Services Object Detection Detect and localize objects in images or videos using advanced models like YOLOv8, YOLO11, and Vision [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":19552,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"nf_dc_page":"","footnotes":""},"class_list":["post-3186","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6.1 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Computer Vision Development Services - VisionX<\/title>\n<meta name=\"description\" content=\"Utilize our computer vision development services to extract valuable information from visual data, using AI for intelligent analysis and automation.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Computer Vision Development Services\" \/>\n<meta property=\"og:description\" content=\"Utilize our computer vision development services to extract valuable information from visual data, using AI for intelligent analysis and automation.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/visionx.io\/services\/computer-vision-development\/\" \/>\n<meta property=\"og:site_name\" content=\"VisionX\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/visionx.io\/\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-11T08:14:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/visionx.io\/wp-content\/uploads\/2024\/12\/Computer-Vision-Development-Services.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@visionxdotio\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"18 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/visionx.io\\\/services\\\/computer-vision-development\\\/\",\"url\":\"https:\\\/\\\/visionx.io\\\/services\\\/computer-vision-development\\\/\",\"name\":\"Computer Vision Development Services - VisionX\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/visionx.io\\\/services\\\/computer-vision-development\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/visionx.io\\\/services\\\/computer-vision-development\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/Computer-Vision-Development-Services.png\",\"datePublished\":\"2024-11-25T12:23:24+00:00\",\"dateModified\":\"2025-03-11T08:14:04+00:00\",\"description\":\"Utilize our computer vision development services to extract valuable information from visual data, using AI for intelligent analysis and automation.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/visionx.io\\\/services\\\/computer-vision-development\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/visionx.io\\\/services\\\/computer-vision-development\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/visionx.io\\\/services\\\/computer-vision-development\\\/#primaryimage\",\"url\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/Computer-Vision-Development-Services.png\",\"contentUrl\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/wp-content\\\/uploads\\\/2024\\\/12\\\/Computer-Vision-Development-Services.png\",\"width\":1200,\"height\":628,\"caption\":\"Computer Vision Development Services\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/visionx.io\\\/services\\\/computer-vision-development\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Computer Vision Development Services\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/#website\",\"url\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/\",\"name\":\"VisionX\",\"description\":\"Build AI Unique to Your Business and Customers\",\"publisher\":{\"@id\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/#organization\",\"name\":\"VisionX\",\"url\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/visionx-logo.svg\",\"contentUrl\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/visionx-logo.svg\",\"width\":146,\"height\":31,\"caption\":\"VisionX\"},\"image\":{\"@id\":\"https:\\\/\\\/visionx.io\\\/staging\\\/2890\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/visionx.io\\\/\",\"https:\\\/\\\/x.com\\\/visionxdotio\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/visionx.io\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Computer Vision Development Services - VisionX","description":"Utilize our computer vision development services to extract valuable information from visual data, using AI for intelligent analysis and automation.","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"en_US","og_type":"article","og_title":"Computer Vision Development Services","og_description":"Utilize our computer vision development services to extract valuable information from visual data, using AI for intelligent analysis and automation.","og_url":"https:\/\/visionx.io\/services\/computer-vision-development\/","og_site_name":"VisionX","article_publisher":"https:\/\/www.facebook.com\/visionx.io\/","article_modified_time":"2025-03-11T08:14:04+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/visionx.io\/wp-content\/uploads\/2024\/12\/Computer-Vision-Development-Services.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@visionxdotio","twitter_misc":{"Est. reading time":"18 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/visionx.io\/services\/computer-vision-development\/","url":"https:\/\/visionx.io\/services\/computer-vision-development\/","name":"Computer Vision Development Services - VisionX","isPartOf":{"@id":"https:\/\/visionx.io\/staging\/2890\/#website"},"primaryImageOfPage":{"@id":"https:\/\/visionx.io\/services\/computer-vision-development\/#primaryimage"},"image":{"@id":"https:\/\/visionx.io\/services\/computer-vision-development\/#primaryimage"},"thumbnailUrl":"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Computer-Vision-Development-Services.png","datePublished":"2024-11-25T12:23:24+00:00","dateModified":"2025-03-11T08:14:04+00:00","description":"Utilize our computer vision development services to extract valuable information from visual data, using AI for intelligent analysis and automation.","breadcrumb":{"@id":"https:\/\/visionx.io\/services\/computer-vision-development\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/visionx.io\/services\/computer-vision-development\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/visionx.io\/services\/computer-vision-development\/#primaryimage","url":"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Computer-Vision-Development-Services.png","contentUrl":"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/12\/Computer-Vision-Development-Services.png","width":1200,"height":628,"caption":"Computer Vision Development Services"},{"@type":"BreadcrumbList","@id":"https:\/\/visionx.io\/services\/computer-vision-development\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/visionx.io\/staging\/2890\/"},{"@type":"ListItem","position":2,"name":"Computer Vision Development Services"}]},{"@type":"WebSite","@id":"https:\/\/visionx.io\/staging\/2890\/#website","url":"https:\/\/visionx.io\/staging\/2890\/","name":"VisionX","description":"Build AI Unique to Your Business and Customers","publisher":{"@id":"https:\/\/visionx.io\/staging\/2890\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/visionx.io\/staging\/2890\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/visionx.io\/staging\/2890\/#organization","name":"VisionX","url":"https:\/\/visionx.io\/staging\/2890\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/visionx.io\/staging\/2890\/#\/schema\/logo\/image\/","url":"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/10\/visionx-logo.svg","contentUrl":"https:\/\/visionx.io\/staging\/2890\/wp-content\/uploads\/2024\/10\/visionx-logo.svg","width":146,"height":31,"caption":"VisionX"},"image":{"@id":"https:\/\/visionx.io\/staging\/2890\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/visionx.io\/","https:\/\/x.com\/visionxdotio","https:\/\/www.linkedin.com\/company\/visionx.io"]}]}},"_links":{"self":[{"href":"https:\/\/visionx.io\/staging\/2890\/wp-json\/wp\/v2\/pages\/3186","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/visionx.io\/staging\/2890\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/visionx.io\/staging\/2890\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/visionx.io\/staging\/2890\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/visionx.io\/staging\/2890\/wp-json\/wp\/v2\/comments?post=3186"}],"version-history":[{"count":20,"href":"https:\/\/visionx.io\/staging\/2890\/wp-json\/wp\/v2\/pages\/3186\/revisions"}],"predecessor-version":[{"id":21001,"href":"https:\/\/visionx.io\/staging\/2890\/wp-json\/wp\/v2\/pages\/3186\/revisions\/21001"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/visionx.io\/staging\/2890\/wp-json\/wp\/v2\/media\/19552"}],"wp:attachment":[{"href":"https:\/\/visionx.io\/staging\/2890\/wp-json\/wp\/v2\/media?parent=3186"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}