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Top 6 Python image-annotation Projects
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labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Project mention: Convert LabelMe Annotations to YOLO Format with labelme-to-yolo | dev.to | 2024-12-29Convert LabelMe format into YoloV7 format for instance segmentation.
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Judoscale
Save 47% on cloud hosting with autoscaling that just works. Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.
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autodistill
Images to inference with no labeling (use foundation models to train supervised models).
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diffgram
The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
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Python image-annotation discussion
Python image-annotation related posts
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Convert LabelMe Annotations to YOLO Format with labelme-to-yolo
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Label Studio: Open-Source Data Labeling Platform
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Best (quickest) way to annotate images for whole-image classification?
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Label Studio – Free multi-type data ML labeling and annotation tool
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Way to label yolov7 images fast
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image labeling online Tools
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labelme VS anylabeling - a user suggested alternative
2 projects | 15 Apr 2023 -
A note from our sponsor - Judoscale
judoscale.com | 22 Apr 2025
Index
What are some of the best open-source image-annotation projects in Python? This list will help you:
# | Project | Stars |
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1 | labelme | 14,352 |
2 | autodistill | 2,223 |
3 | diffgram | 1,864 |
4 | bbox-visualizer | 395 |
5 | VIAME | 301 |
6 | image-sorter2 | 88 |