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Top 11 Python labeling-tool Projects
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DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
Project mention: Ask HN: What's the most creative 'useless' program you've ever written? | news.ycombinator.com | 2024-10-20Thanks for sharing this. The blog article on building your pipeline was a fun read! Your solution has a nice blend of heuristics and DL.
If you’re ever interested in revisiting this click project, you could check out DeepLabCut [0]. A blogpost highlighted a toy example of training a DLC model to recognize clock arms [1], which may or may not be more consistent than your Canny approach :)
[0] https://github.com/DeepLabCut/DeepLabCut
[1] https://guillermohidalgogadea.com/openlabnotebook/training-y...
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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X-AnyLabeling
Effortless data labeling with AI support from Segment Anything and other awesome models.
Project mention: X-AnyLabeling: Effortless Data Labeling with AI, Segment Anything and Others | news.ycombinator.com | 2024-03-19 -
anylabeling
Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2), MobileSAM!!
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autodistill
Images to inference with no labeling (use foundation models to train supervised models).
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refinery
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
Tools: Platforms like LangChain, Kern AI Refinery, and Langtail simplify testing, debugging, and optimizing prompts.
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compose
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning. (by alteryx)
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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GeoCOCO
Tool for converting GIS annotations to Microsoft's Common Objects In Context (COCO) datasets
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Python labeling-tool discussion
Python labeling-tool related posts
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AnyLabeling Auto-labeling with MobileSAM - the newest and fastest variant of Segment Anything
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AnyLabeling - Image Labeling tool with Auto Labeling from Segment Anything + YOLOs
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labelme VS anylabeling - a user suggested alternative
2 projects | 15 Apr 2023 -
labelImg VS anylabeling - a user suggested alternative
2 projects | 15 Apr 2023 -
AnyLabeling v0.2.2 now supported all Segment Anything models (ViT-B, ViT-L, ViT-H) + YOLOv5 + YOLOv8 for auto labeling
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A note from our sponsor - SaaSHub
www.saashub.com | 11 Feb 2025
Index
What are some of the best open-source labeling-tool projects in Python? This list will help you:
# | Project | Stars |
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1 | DeepLabCut | 4,826 |
2 | X-AnyLabeling | 4,784 |
3 | anylabeling | 2,510 |
4 | autodistill | 2,099 |
5 | refinery | 1,410 |
6 | compose | 501 |
7 | hover | 322 |
8 | image-sorter2 | 86 |
9 | tapen | 28 |
10 | GeoCOCO | 8 |
11 | Tiles_ROI | 1 |