Instructions to use phanerozoic/argus-3d with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- EUPE
How to use phanerozoic/argus-3d with EUPE:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Commit History
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SAM3 negative + ensemble negative + mAP vs Boxer 41.2 / CuTR 25.0 logged
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+ mAP @ IoU thresholds (0.075 strict / 0.119 loose vs Boxer 0.43)
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1024 input + retrained MLP head: mean IoU 0.063 -> 0.216 (3.4x); > 0.5 IoU 0% -> 9.1%
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Argus-3D: discovered class-agnostic 3D detection head on EUPE-ViT-B
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full TODO update with IoU fusion + thresh sweep findings
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fusion_iou=0.4 sweep: mean IoU 0.158 -> 0.177, > 0.5 IoU 2.8% -> 4.3%
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+ iterative refinement (mean IoU 0.158); document operating curve
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add cross-scene IoU-fusion result (0.046 -> 0.112 mean IoU, 2.4x lift)
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update TODO with IoU-fusion finding (TODO 14) and downstream open items
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Argus-3D: discovered class-agnostic 3D detection head on EUPE-ViT-B
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update TODO with MLP results, cross-scene findings, completed item statuses
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Argus-3D: discovered class-agnostic 3D detection head on EUPE-ViT-B
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add TODO.md
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Update README metadata
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Argus-3D: discovered class-agnostic 3D detection head on EUPE-ViT-B
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initial commit
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