MakeSense integrates AI models such as YOLOv5, which can significantly improve annotation efficiency. To use the AI-assisted labeling feature, you can follow the steps below:
- Click the 'Use AI Assistance' button on the interface
- Choose to have a built-in YOLOv5 model or upload a custom model
- The system automatically scans pictures and recognizes common objects (e.g., people, cars, animals, etc.)
- Recognition generates suggested markup boxes and labels
- The user can adjust the position of the label or confirm the recommendation
For special needs, customized YOLOv5 models (.pt files) can also be uploaded. This feature saves more than 50% of manual labeling time, and is especially efficient when dealing with large batches of similar images.
This answer comes from the articleMakeSense: a free-to-use image annotation tool to improve computer vision project efficiencyThe
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