Add baseline checkpoints
#1
by StanFu - opened
- README.md +29 -0
- m123/best_model.pt +3 -0
- m123/last_metrics.json +8 -0
- m12345/best_model.pt +3 -0
- m12345/last_metrics.json +8 -0
README.md
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---
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license: mit
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library_name: pytorch
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tags:
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- robotics
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- tactile-sensing
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- multimodal
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datasets:
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- TUM-ICS/Hide-and-Seek
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---
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# HAS-Bench Baselines
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Pretrained baseline checkpoints for the [Hide-and-Seek tactile dataset](https://huggingface.co/datasets/TUM-ICS/Hide-and-Seek): a dual-head multimodal classifier with an object head and a weight head, trained with the public release pipeline (seed 42).
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| File | Modalities |
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|---|---|
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| `m123/best_model.pt` | tactile point cloud + raw skin signals + virtual skin wrenches |
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| `m12345/best_model.pt` | + end-effector pose + wrist F/T |
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Each directory also contains the `last_metrics.json` written at the end of training.
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## Usage
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```bash
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hf download TUM-ICS/HAS-Bench-baselines --local-dir checkpoints
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```
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Dataloaders and evaluation scripts: https://github.com/TUM-ICS/Tactile-Hide-and-Seek
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m123/best_model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0281881557edca98d31f836bd0f8764573c97de49cc6c6fb5112ca86455c5a55
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size 6968475
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m123/last_metrics.json
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{
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"validation": {
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"loss": 0.41280303381904654,
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"object_acc": 0.9346707818930041,
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"weight_acc": 0.875,
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"joint_acc": 0.8461934156378601
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}
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}
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m12345/best_model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a89dd9182fc8b522ff6b7b466d220dea819c8dda7ae4d813137db17262c695f5
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size 10306331
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m12345/last_metrics.json
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{
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"validation": {
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"loss": 0.4156359742345756,
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"object_acc": 0.9382716049382716,
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"weight_acc": 0.885545267489712,
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"joint_acc": 0.856224279835391
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}
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}
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