--- 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: '2026-03-17' 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. Pathways to Success: A Journey Through CCV Programs **Rating:** 4.0/5.0 stars **Reviewed by:** Shivam C. | PGET, Small-Business (50 or fewer emp.) **Reviewed Date:** August 01, 2024 **What do you like best about CCV?** Accessibility and Affordability,Flexible Learning Options **What do you dislike about CCV?** User Inconvenience, Limited Security,Privacy Concerns **What problems is CCV solving and how is that benefiting you?** Integration with protocols such as TUIO (Tangible User Interface Object), OSC (Open Sound Control), and XML allows the system to communicate with a wide variety of applications and devices ### 3. Integration with CCV is a future of business. **Rating:** 3.0/5.0 stars **Reviewed by:** JANVI S. | Mentor, Small-Business (50 or fewer emp.) **Reviewed Date:** April 04, 2024 **What do you like best about CCV?** Optimum image recognition software with the capability to develop 2D and 3D vision applications, seamlessly integrated with the mobile device's built-in camera for efficient and precise vision. **What do you dislike about CCV?** Setup is easy, and installation is faster compared to other software. Pricing is higher compared to other software, and some functionality is restricted in the free trial compared to the Google Cloud version API. **What problems is CCV solving and how is that benefiting you?** It helps to solve image identification issues, motion analysis, and emotion detection. The best functionality provided by CCV is extremely high accuracy. Deployment of CCV software and integration with others is simple. ### 4. Hassle free CV submission **Rating:** 4.0/5.0 stars **Reviewed by:** Nitin M. | GRC Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** May 22, 2024 **What do you like best about CCV?** Standardised CV submission and common platform to access the CV **What do you dislike about CCV?** Public access of cv at common platform make privacy issues **What problems is CCV solving and how is that benefiting you?** Extracting structured and unstructured data from cv or images ### 5. New age software to integrate with Mobile devices **Rating:** 3.5/5.0 stars **Reviewed by:** Jay S. | Technical Architect, Small-Business (50 or fewer emp.) **Reviewed Date:** May 08, 2024 **What do you like best about CCV?** Images resolution and secuirty enhancement are one of the great feature in blob tracking and simple integration with devices **What do you dislike about CCV?** free trail offers limited features only. **What problems is CCV solving and how is that benefiting you?** enhancing security for easy tracking and reporting purpose so that no mess happened during event organized and etc. ### 6. 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 ### 7. Simple and working camera computer vision **Rating:** 4.0/5.0 stars **Reviewed by:** Bauyrzhan T. | Freelancer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 24, 2022 **What do you like best about CCV?** - opensource and cross-platform; - simple interface; - hardware acceleration (GPU) support; - great filters you can work with: dynamic background subtraction, high-pass, amplify/scaler, threshold **What do you dislike about CCV?** Basically, none at this point, as the app gives its needed minimum functions. The only thing that could be improved is latency, get it as fast as 1 ms after input touch. **What problems is CCV solving and how is that benefiting you?** - Head tracking for concierge robot - Tablets multi-finger touch support for demonstration stands ## 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?section=pricing&secure%5Bexpires_at%5D=2026-07-03+12%3A17%3A00+-0500&secure%5Bsession_id%5D=de124114-e475-4ba3-be52-16cb5a38e7e0&secure%5Btoken%5D=ce6eb3756a19da3fcb086088fa13d9197d57785aa6b345b311dbd8de19849665&format=llm_user) ## CCV Features **Recognition Type** - Emotion Detection - Object Detection - Text Detection - Motion Analysis - Scene Reconstruction - Logo Detection - Explicit Content Detection - Video Detection **Facial Recognition** - Facial Analysis - Face Comparison **Labeling** - Model Training - Bounding Boxes - Custom Image Detection **Deployment** - Integrations ## Top CCV Alternatives - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) - 4.6/5.0 (369 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) - 4.8/5.0 (152 reviews) - [Google Cloud Vision API](https://www.g2.com/products/google-cloud-vision-api/reviews) - 4.4/5.0 (85 reviews)