CVAT

CVAT stands for Computer Vision Annotation Tool. It's a free, open-source platform designed to streamline and manage the data labeling process for computer vision projects. Whether you're building a self-driving car, image recognition software, or any other AI application that relies on visual data, CVAT can be a valuable asset.

Versatility:

• Supports a wide range of annotation types: Bounding boxes, polygons, keypoints, segmentation masks, object tracking, activity recognition, and more.
• Suitable for diverse computer vision tasks: Object detection, image classification, image segmentation, pose estimation, and more.

User-Friendly and Customizable:

• Intuitive interface: Makes labeling tasks straightforward and efficient, even for beginners.
• Open-source codebase: Allows for customization and integration with your specific workflows and needs.

Collaboration and Version Control:

• Teamwork support: Assign tasks, track progress, and collaborate with multiple annotators seamlessly.
• Version control: Maintain different versions of your annotations and easily revert to previous states.

Automation Features:

• Auto-annotation and interpolation: Save time and effort by leveraging AI-powered assistance.
• Quality control tools: Ensure the accuracy and consistency of your annotations with built-in checks and reports.

Data Management and Integration:

• Organize and manage large datasets: Supports various data formats and offers filtering and search capabilities.
• Seamless integration with popular ML frameworks: Train your models using TensorFlow, PyTorch, and other frameworks directly from CVAT annotations.

Additional Benefits:

• Active community and development: CVAT boasts a vibrant community providing support, resources, and ongoing improvement.
• Free and accessible: No subscription fees or usage-based charges, making it a cost-effective choice for individuals and organizations alike.
• Flexibility: Deployable on your own servers or cloud platforms for complete control over data and privacy.

• Free and Open-Source: CVAT is available for free download and use, making it accessible to individuals, researchers, and organizations of all sizes. There are no subscription fees or usage-based charges.
• Solo: Pricing starts at $33 per month, offers unlimited plan for professional use.
• Team: Pricing starts at $33 per organization, per month, unlimited plan for organization member, professional use.