1. [Home](https://www.g2.com/) 2. ... 3. [Data Labeling Software](https://www.g2.com/categories/data-labeling) 4. [V7 Darwin Discussions](https://www.g2.com/products/v7-darwin/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_dac957f178c7a042ffd2cd96ed23290f/v7-darwin.jpg "Product Avatar Image") ](/products/v7-darwin/reviews) [ V7 Darwin ](/products/v7-darwin/reviews) (55)4.7/5 V7 Darwin is a specialized AI platform for creating high-quality training data and managing annotation workflows. It is engineered for teams building sophisticated computer vision models and solving complex, domain-specific challenges with AI. V7 Darwin provides a comprehensive suite of tools for data labeling, video annotation, and medical imaging annotation. - Create pixel-perfect image and video annotations with Auto-Annotate and SAM for semantic masks, instance segmentation, keypoints, and polygons. - Develop medical AI with tools for DICOM, NIfTI, and WSI annotation, featuring an interface with MPR, 3D rendering, precise crosshairs, windowing, and oblique views. - Accelerate video annotation by up to 10x with AI-assisted auto-tracking for objects across frames. - Manage long videos, multi-camera views, and nested annotation classes. - Design multi-stage review workflows with conditional logic, consensus, and task assignment for your data labeling pipeline. - Organize, filter, and manage large datasets with custom views and tags, enabling real-time team collaboration for annotators, reviewers, and ML engineers. - Scale your annotation projects with professional data labeling services, including certified annotators and experts in various domains (medical, video, LLMs, scientific). You can seamlessly integrate V7 Darwin with your existing tech stack and import/export annotations with ease. Get complete control over your models, tasks, and datasets through the open API, Darwin-py SDK, and CLI. Show More * * * ### 87.0 Nps Score Already have V7 Darwin? ### All V7 Darwin Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 2 years ago More Options - [ # What is V7 used for? ](/discussions/what-is-v7-used-for) What is V7 used for? [ Data Labeling Software ](https://www.g2.com/tags/data-labeling-software)[ MLOps Platforms ](https://www.g2.com/tags/mlops-platforms)[ Data Science and Machine Learning Platforms ](https://www.g2.com/tags/data-science-and-machine-learning-platforms)[ Image Recognition ](https://www.g2.com/tags/image-recognition) [ Machine Learning Software ](https://www.g2.com/tags/machine-learning-software) Show More * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+V7+Darwin+questions+and+get+answers+from+expert+users+in+our+V7+Darwin+Discussions+section.&title=V7+Darwin+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fv7-darwin%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=V7+Darwin+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fv7-darwin%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fv7-darwin%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=V7+Darwin+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fv7-darwin%2Fdiscuss%0aAsk+V7+Darwin+questions+and+get+answers+from+expert+users+in+our+V7+Darwin+Discussions+section.) 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Would love to connect with others... ](/discussions/is-anyone-else-doing-work-with-environmental-science-adjacent-data-would-love-to-connect-with-others) [ Machine Learning Software ](https://www.g2.com/tags/machine-learning-software)[ Image Recognition ](https://www.g2.com/tags/image-recognition)[ Data Science and Machine Learning Platforms ](https://www.g2.com/tags/data-science-and-machine-learning-platforms)[ AI & Machine Learning Operationalization (MLOps) Software ](https://www.g2.com/tags/ai-amp-machine-learning-operationalization-mlops-software) [ Data Labeling Software ](https://www.g2.com/tags/data-labeling-software) Show More * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+V7+Darwin+questions+and+get+answers+from+expert+users+in+our+V7+Darwin+Discussions+section.&title=V7+Darwin+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fv7-darwin%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=V7+Darwin+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fv7-darwin%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fv7-darwin%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=V7+Darwin+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fv7-darwin%2Fdiscuss%0aAsk+V7+Darwin+questions+and+get+answers+from+expert+users+in+our+V7+Darwin+Discussions+section.) 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