--- title: CCV Reviews meta_title: 'CCV Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how CCV works for a business like yours. aggregate_rating: rating_value: 4.1 review_count: 7 scale: '5' date_modified: '2026-07-12' parent_category: name: Deep Learning url: https://www.g2.com/categories/deep-learning --- # CCV Reviews **Vendor:** CCV **Category:** [Image Recognition Software](https://www.g2.com/categories/image-recognition) **Average Rating:** 4.1/5.0 **Total Reviews:** 7 ## About CCV CCV is a open source/cross-platform solution for blob tracking with computer vision. that can interface with various web cameras and video devices as well as connect to various TUIO/OSC/XML enabled applications and supports many multi-touch lighting techniques including: FTIR, DI, DSI, and LLP with expansion planned for the future vision applications (custom modules/filters). ## CCV Reviews ### 1. Empowering Blob Tracking and Multi-touch Lighting Techniques **Rating:** 5.0/5.0 stars **Reviewed by:** Sanjith C. | Web application Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 08, 2024 **What do you like best about CCV?** Its ability to interface with diverse web cameras and video devices offers flexibility and compatibility, ensuring seamless integration with different hardware setups.The planned expansion for future vision applications through custom modules/filters hints at CCV's commitment to evolving with emerging technologies and user needs. **What do you dislike about CCV?** While CCV is a powerful tool, the availability of comprehensive documentation or tutorials may be lacking, making it difficult for new users to troubleshoot issues or explore advanced features.The user interface of CCV might be considered overly complex or unintuitive by some users, potentially deterring those seeking a more streamlined experience. **What problems is CCV solving and how is that benefiting you?** CCV provides a reliable solution for blob tracking, which is essential in numerous applications such as interactive installations, gaming, gesture recognition, and augmented reality.With its support for multiple multi-touch lighting techniques like FTIR, DI, DSI, and LLP, CCV facilitates the development of multi-touch interfaces. CCV's open-source and cross-platform nature ensures compatibility with a wide range of hardware and operating systems. This flexibility allows developers and users to deploy CCV across different devices and environments without being constrained by specific platforms, fostering innovation and accessibility.CCV's ability to interface with various TUIO/OSC/XML enabled applications expands its utility by enabling seamless integration with existing software ecosystems. ### 2. Excellent Tracking system **Rating:** 5.0/5.0 stars **Reviewed by:** Mahesh U. | Kapstone, Computer & Network Security, Small-Business (50 or fewer emp.) **Reviewed Date:** December 26, 2023 **What do you like best about CCV?** It is simple to implement and integrate with different application for creating the reports and manangement. It's having good user interfacing for all kind of users. **What do you dislike about CCV?** Needs to imporve it's api integration and new developers. **What problems is CCV solving and how is that benefiting you?** CCV helps us to creating the reports with viusal images ## CCV Discussions - [What is CCV used for?](https://www.g2.com/discussions/ccv-what-is-ccv-used-for) - [What is CCV used for?](https://www.g2.com/discussions/what-is-ccv-used-for) - [View CCV pricing details and edition comparison](https://www.g2.com/products/ccv/reviews?filters%5Bnps_score%5D%5B%5D=5§ion=pricing&secure%5Bexpires_at%5D=2026-08-13+08%3A51%3A08+-0500&secure%5Bsession_id%5D=3067db81-f7fa-4d15-91e3-88fb3db5c31c&secure%5Btoken%5D=8620d332519d09426edab90e92e6ae9cd8f648b2c7a0786fee5b1de66152d4cc&format=llm_user) ## CCV Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Additional Functionality** - No-Code - Search/Filter - Data Import/Export - Data Visualization - Activity Dashboard - Workflow Management - Quality Control - Third-Party Integrations - Model Training - Multi-Language - Data Profiling - Visualization - Data Capture and Transfer - Predictive Analytics - Performance Metrics - Image Recognition - Version Control - Neural Network Modeling - Generative AI - Synchronous Learning - Natural Language Processing - Monitoring - Data Transformation - Customizable Reports - Voice Recognition - Performance Management - Compliance Management - Troubleshooting - Content Management - Asynchronous Learning - Real-Time Reporting - API - Artificial Neural Networks - AI Copilot - ML Algorithm Library - Real-Time Data - Collaboration Tools - Self-paced Learning - Data Extraction - Configuration Management - Data Security - Visual Analytics - Activity Tracking - Continuous Delivery - Document Classification - Image Analysis - Progress Tracking - Reporting & Statistics - Real-Time Monitoring **Recognition Type** - Emotion Detection - Object Detection - Text Detection - Motion Analysis - Scene Reconstruction - Logo Detection - Explicit Content Detection - Video Detection - Multiple Data Sources - Analytics **Facial Recognition** - Facial Analysis - Face Comparison **Labeling** - Model Training - Bounding Boxes - Custom Image Detection - Reverse Image Search **Deployment** - Integrations **Additional Functionality** - Image Classification - Image Segmentation - Generative AI - Optical Character Recognition - Barcode Recognition - Catalog Management - Workflow Management - Natural Language Processing - Data Management - Video Search - Text Extraction - Content Import/Export - Facial Recognition - API - Product Search - Product Recommendations - Automated Image & Video Editing - Dashboard - AI Copilot - Image Query - Pose Estimation - Image Tagging - Annotations - Intellectual Property Protection - Photo Capture - AI/Machine Learning - Mobile App - Data Retrieval - Search/Filter - Image Recognition - Customer Activity Tracking ## Top CCV Alternatives - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) - 4.6/5.0 (418 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) - 4.7/5.0 (155 reviews) - [Google Cloud Vision API](https://www.g2.com/products/google-cloud-vision-api/reviews) - 4.4/5.0 (98 reviews)