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Labelme

@LabelmeAI

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

labelme.io
Joined November 2023
  • Tweets393
  • Following2
  • Followers340
Turn it on in File › Connect AI Agent… and click Add to Claude Desktop. ChatGPT and Claude Code take one click too.
Labelme's Connect AI Agent window on the Claude Desktop tab, with the Add to Claude Desktop button.

ALT Labelme's Connect AI Agent window on the Claude Desktop tab, with the Add to Claude Desktop button.

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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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Fit to Selection zooms to each shape you select. Turn it on with Ctrl+Shift+F and step through the Shape List with the arrow keys.
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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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New icon dropped. Hope you (will) like it
Image from Labelme (@LabelmeAI)
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You can now download and manage AI models right in Labelme’s Settings. Keep annotating while models download in the background. Included in Labelme 7.6.
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Launch Labelme with nothing open and it now shows where to start: Open Image, Open Directory, or drop files onto the canvas
Image from Labelme (@LabelmeAI)
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New in Labelme v7.5: - Merge masks that share a label. One Undo brings them back - An empty window shows where to start - Huge images open after a confirmation Plus fixes for Undo, Label List reordering, and zoom
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Use one color for every shape, or assign colors automatically by label
Image from Labelme (@LabelmeAI)
Labelme (@LabelmeAI) profile pictureLabelme@LabelmeAIAug 28
AI polygons can trace every bump in a boundary. Sometimes you want a smoother outline Labelme v7.2: - Adds control over AI polygon smoothness - Groups disconnected parts as one object - Puts shape colors in Settings Plus fixes for Undo and cursor-centered zoom.
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Three polygons, One plant Group ID keeps disconnected parts together
Image from Labelme (@LabelmeAI)
Labelme (@LabelmeAI) profile pictureLabelme@LabelmeAIAug 28
AI polygons can trace every bump in a boundary. Sometimes you want a smoother outline Labelme v7.2: - Adds control over AI polygon smoothness - Groups disconnected parts as one object - Puts shape colors in Settings Plus fixes for Undo and cursor-centered zoom.
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