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

Joined November 2023
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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Labelme retweeted
The new landing page is live Messages are clearer, images are sharper, demos are engaging. It's just much better It took a week even with swarm of agents but I love how it turned out. Hope you like it labelme.io
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Labelme retweeted
Three polygons, One plant Group ID keeps disconnected parts together
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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Labelme retweeted
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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Turning a mask into an editable polygon is a tradeoff Too many points make it painful to edit. Too few erase useful detail But you get to choose
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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Ok, why not Just listed labelme.io on outliked. Let me see how high it can go Every like on this tweet push it to upper. Likes are appreciated (Share your tweet so I can push yours too) outlike.lol
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Change a config, it applies. Quit the app, the config still there. A save fails, your file and annotation intact. v7.1 removes the surprises, so you can focus on the work.
Labelme v7.1 is out. The theme is stability. - Settings dialog covers nearly everything: auto-save, labels, AI model. Applies live - AI Assist always gives prediction regardless of overlap (configurable) - A failed save never truncates your annotations Plus 50 more fixes.
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Labelme retweeted
thanks for your patience. a big QOL update in labelme
Settings in LabelMe used to be a text file: guess the key, fix the indentation, restart, check. v7 makes it a dialog. Change a setting and watch it apply live.
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Cool app for Drone imagery annotation/labelling/reference data for CNN-based segmentation used ar ∆Paper1: for Multispectral imagery ~link.springer.com/article/10… ∆Paper2: LiDAR point clouds co-registered to RGB imagery ~eartharxiv.org/repository/vi… #computervision #deeplearning #nvidia – at Hobart, Tasmania
LabelMe v6.3 is out. - Mask-aware NMS: nested SAM masks that share a bbox (tree cluster, single tree, branch) collapse to one shape per object. - Existing-shape suppression: AI prompts over already-labeled objects are skipped.
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Had to delete duplicates after every AI-Box. Now don't. v6.3 collapses nested SAM masks. Skips objects you've already labeled.
LabelMe v6.3 is out. - Mask-aware NMS: nested SAM masks that share a bbox (tree cluster, single tree, branch) collapse to one shape per object. - Existing-shape suppression: AI prompts over already-labeled objects are skipped.
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Just chatted with @lauransotomayor I got to know her use case of @LabelMeAI on drone imagery to vegetation and more. Cool to see the AI-assisted annotation working in there.
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Drag a box over a parking lot, get oriented rectangles. Drag one over a tank farm, get circles. v6.2 ships both.
LabelMe v6.2 is out. - Oriented rectangle shape: a rotated bounding box that hugs off-angle objects (parking lots from above, ships, scanned text). - More AI-assisted shapes: oriented rectangle, rectangle, and circle, fitted from a SAM mask.
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Labelme retweeted
Cars in a parking lot don’t line up with the X axis. Their bounding boxes shouldn’t either. Oriented rectangles, landing in the next @LabelMeAI release.
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Labelme retweeted
AI-Box gives you polygons. But sometimes the best fit is a circle. @LabelMeAI is adding circle and rectangle to AI-assisted annotation. (Demoed on storage tanks.)
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New in labelme: multi-select hide/show. Select multiple rows in the annotation list, click one visibility checkbox, and the toggle propagates to every selected row, as a single undoable step.
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Geospatial annotation with LabelMe and Segment Anything
New on the blog: geospatial annotation with LabelMe + Segment Anything. Robin and Kentaro walk through annotating a 26k x 22k NAIP tile, exporting GeoJSON, and loading it in QGIS. All offline. labelme.io/blog/geospatial-a…
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Thanks for having me on, @robmarkcole. We covered how LabelMe integrates with Segment Anything for geospatial annotation, and where the tool is headed next.
This quoted post is unavailable.
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New episode soon, in the meantime checkout the demo!
Just recorded with @robmarkcole on annotating satellite imagery in LabelMe. End-to-end demo is now public. NAIP aerial → AI-assisted polygon in LabelMe → GeoJSON in QGIS. Available on GitHub:
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Just recorded with @robmarkcole on annotating satellite imagery in LabelMe. End-to-end demo is now public. NAIP aerial → AI-assisted polygon in LabelMe → GeoJSON in QGIS. Available on GitHub:
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LabelMe 6.1は運用最適化へ 1つのBoxで複数の形状を返すSAM3 AI-Boxを目玉として、 AIツールの統合、モデルDL進捗バー、1画像からフォルダ全体読込、非同期再描画などが追加。 様々な実運用の手間を減らすアップデートがなされている。
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