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The easiest & fastest way to annotate images for vision AI. | Created by @wkentaro_ | 16K GitHub stars

Joined November 2023
Photo by Labelme (@LabelmeAI)Photo by Labelme (@LabelmeAI)Photo by Labelme (@LabelmeAI)Photo by Labelme (@LabelmeAI)Photo by Labelme (@LabelmeAI)Photo by Labelme (@LabelmeAI)Photo by Labelme (@LabelmeAI)Photo by Labelme (@LabelmeAI)Photo by Labelme (@LabelmeAI)Photo by Labelme (@LabelmeAI)
Labelme is now on the Microsoft Store. Click Get, then Open, and you can start annotating. Windows doesn't show the blue warning screen anymore. apps.microsoft.com/detail/9M…
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Labelme retweeted
I can finally sleep without worrying that SmartScreen is stopping people from opening Labelme.
Labelme is now on the Microsoft Store. Click Get, then Open, and you can start annotating. Windows doesn't show the blue warning screen anymore. apps.microsoft.com/detail/9M…
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If your IT team installs software for you, they can use winget: winget install --id 9MSSLKN1F14Q --source msstore On macOS or Linux, download it from labelme.io
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On labelme.io, the Windows download now goes to the Microsoft Store. The .msi installer is still there if you need it.
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Labelme retweeted
We paid for a code-signing certificate and signed the Labelme installer. Windows still showed new users a blue "Windows protected your PC" screen, and some gave up there. The Microsoft Store version installs without it.
Labelme is now on the Microsoft Store. Click Get, then Open, and you can start annotating. Windows doesn't show the blue warning screen anymore. apps.microsoft.com/detail/9M…
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SAM3 now runs offline on your GPU. An ONNX export of Meta's SAM3 that runs on NVIDIA CUDA and Apple CoreML. Besides text, it takes several example boxes, negative boxes and clicks as prompts. A text prompt takes 0.37 s on an M5 MacBook Pro and 0.08 s on an RTX 3080 Ti.
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We'll soon bring this into Labelme so you get a much smoother local annotation experience
SAM3 now runs offline on your GPU. An ONNX export of Meta's SAM3 that runs on NVIDIA CUDA and Apple CoreML. Besides text, it takes several example boxes, negative boxes and clicks as prompts. A text prompt takes 0.37 s on an M5 MacBook Pro and 0.08 s on an RTX 3080 Ti.
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annotation is turning into coding: 1. nail the spec on a few images 2. batch annotate 3. review, by you or another model 4. merge into your dataset
same model, same effort. only the prompt changed. the right prompt tells it to zoom in, leave out what covers the backpack, and use group_id for shapes with holes.
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same model, same effort. only the prompt changed. the right prompt tells it to zoom in, leave out what covers the backpack, and use group_id for shapes with holes.
real speed, no cuts
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real speed, no cuts
Your AI agent can now annotate in Labelme. It looks at the image you open, reads existing shapes, adds new or deletes wrong ones. You approve each change.
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Shape locking and Fit to Selection are now in Labelme. Both great for reviewing what you or your agents or AI models annotated. pip install -U labelme
Labelme v7.9 is built for reviewing annotations. Lock each shape you have checked with Ctrl+Shift+L. Labelme won't move, reshape, relabel or delete it until you unlock it. The lock is saved in the JSON file.
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left: opus5.5 medium, right: sol 6.1 low thought opus is good at everything, but gpt seems unbeaten on this
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