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@@ -30,7 +30,6 @@ On the Hugging Face Hub the dataset is one archive, [`dexh13_vt.tar.zst`](https:
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  tar --zstd -xf dexh13_vt.tar.zst
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  ```
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- Inside the archive, each episode is NumPy arrays and JPEG frames. The Hub dataset viewer does not preview those files. Load them with the snippet below.
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  ## Summary
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@@ -75,7 +74,7 @@ meta/object_labels.json shape, hardness, and size for each object_id
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  calibrations/ camera intrinsics, hand–eye, and tactile baseline
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  episodes/ep_XXXXXX/
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  meta.json episode record
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- label.json operator outcome and quality
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  events.json start, first contact, release, end
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  phases.json approach / contact / release / idle
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  timeline.npz per-frame index, time, and copies of the streams below
@@ -122,16 +121,7 @@ Both streams are 640×480 color at 30 Hz. Depth is not recorded.
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  ## Labels
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- `label.json` is filled by the operator at the end of the episode. Every episode has `outcome: success` and `object_feasible: true`. `quality_score` is an integer from 1 to 5:
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-
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- | Score | Episodes |
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- |---:|---:|
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- | 5 | 153 |
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- | 4 | 176 |
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- | 3 | 38 |
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- | 2 | 3 |
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- | 1 | 12 |
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- | missing | 1 (`ep_000142`) |
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  `events.json` and `phases.json` are produced by one automatic contact detector, with the same thresholds on every episode: a module counts as touching when its force exceeds 0.3 N, contact requires at least two modules and 0.8 N total, sustained for 100 ms, and the first 0.5 s of the episode is ignored. The primary phases are `approach`, `contact`, `release`, and `idle`.
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@@ -240,7 +230,7 @@ An operator teleoperated the hand, then switched to a hold with a manual key (`c
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  ## Considerations
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  - One operator and one right hand. Results do not cover left hands or other people.
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- - Every episode is labeled a success. Use `quality_score` to separate clean trials from poor ones. Twelve episodes are scored 1, and `ep_000142` has no score.
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  - Contact and release labels are automatic. Fifteen episodes have no detected contact, and a release is marked on only 72 episodes.
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  - The RealSense recording is color only.
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  - Palm and external images show the operator's hand and the lab bench. `operator_id` is a pseudonym (`op_01`).
 
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  tar --zstd -xf dexh13_vt.tar.zst
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  ```
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  ## Summary
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  calibrations/ camera intrinsics, hand–eye, and tactile baseline
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  episodes/ep_XXXXXX/
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  meta.json episode record
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+ label.json operator outcome
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  events.json start, first contact, release, end
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  phases.json approach / contact / release / idle
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  timeline.npz per-frame index, time, and copies of the streams below
 
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  ## Labels
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+ `label.json` is filled by the operator at the end of the episode. Every episode has `outcome: success` and `object_feasible: true`.
 
 
 
 
 
 
 
 
 
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  `events.json` and `phases.json` are produced by one automatic contact detector, with the same thresholds on every episode: a module counts as touching when its force exceeds 0.3 N, contact requires at least two modules and 0.8 N total, sustained for 100 ms, and the first 0.5 s of the episode is ignored. The primary phases are `approach`, `contact`, `release`, and `idle`.
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  ## Considerations
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  - One operator and one right hand. Results do not cover left hands or other people.
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+ - Every episode is labeled a success.
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  - Contact and release labels are automatic. Fifteen episodes have no detected contact, and a release is marked on only 72 episodes.
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  - The RealSense recording is color only.
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  - Palm and external images show the operator's hand and the lab bench. `operator_id` is a pseudonym (`op_01`).