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README.md
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@@ -78,3 +78,56 @@ sequential counter drifts silently if the decoder ever skips a frame).
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a sentence with no prepositional phrase honestly supports only one or two.
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- Verified: every episode's stored frame count matches its index rows, and no index entry
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points at a missing episode.
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a sentence with no prepositional phrase honestly supports only one or two.
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- Verified: every episode's stored frame count matches its index rows, and no index entry
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points at a missing episode.
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---
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<!-- COLLECTION_TABLE_START -->
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## The collection
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Every dataset we have taken through this pipeline, with what is published today.
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All repos live under [`MIT-Media-Lab`](https://huggingface.co/MIT-Media-Lab) and are
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**annotations only — no images, no video**.
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| dataset | episodes | training samples | our contribution | size | HF |
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|---|---:|---:|---|---:|---|
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| **EPIC-KITCHENS-100** | 149,570 | 4,019,534 | episodes + text | 8.70 GB | [`epic30-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/epic30-annotations-v1) |
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| **EgoTouch** | 111,159 | 3,687,389 | episodes + text + **tactile** | 20.12 GB | [`egotouch-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/egotouch-annotations-v1) |
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| **GigaHands** | 70,486 | 2,266,087 | episodes + text | 2.89 GB | [`gigahands-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/gigahands-annotations-v1) |
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| **Ego-Exo4D** | 67,051 | 1,757,474 | text only | 4.09 GB | [`egoexo4d-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/egoexo4d-annotations-v1) |
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| **Something-Something V2** | 52,706 | 1,124,722 | text only | 4.63 GB | [`ssv2-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/ssv2-annotations-v1) |
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| **TACO** | 23,757 | 736,136 | episodes + text | 1.34 GB | [`taco-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/taco-annotations-v1) |
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| **DexYCB** | 14,735 | 497,865 | episodes + text | 0.70 GB | [`dexycb-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/dexycb-annotations-v1) |
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| **H2O** | 5,696 | 196,941 | episodes + text | 0.40 GB | [`h2o-annotations-v1`](https://huggingface.co/datasets/MIT-Media-Lab/h2o-annotations-v1) |
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| **total** | **495,160** | **14,286,148** | | **42.9 GB** | |
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**episodes** = entries in `episode_frame_index.npz`, i.e. what a training run actually sees.
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**training samples** = rows of `index_frame_pair`; the row number *is* the sample id.
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*episodes + text* means we re-cut the source ourselves at wrist-speed minima and then wrote the
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instructions. *text only* means the episodes are VITRA-1M's official segmentation, used unchanged,
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and only the instructions are ours.
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Episodes whose round-1 caption came back `N/A` (no object interaction) are **not** published —
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they are excluded from both the archive and the index, so every episode here has a usable
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instruction. That is why the counts are below the raw cut totals:
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| | cut | published | dropped as N/A |
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|---|---:|---:|---:|
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| EPIC-KITCHENS-100 | 151,502 | 149,570 | 1,932 (1.3%) |
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| EgoTouch | 147,386 | 111,159 | 36,227 (24.6%) |
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| GigaHands | 92,365 | 70,486 | 21,879 (23.7%) |
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| TACO | 26,454 | 23,757 | 2,697 (10.2%) |
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| DexYCB | 15,878 | 14,735 | 1,143 (7.2%) |
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| H2O | 7,792 | 5,696 | 2,096 (26.9%) |
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`ssv2` and `egoexo4d` have no such gap: VITRA-1M already dropped `N/A` upstream.
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### Not published yet
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| dataset | episodes cut | where it stands |
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|---|---:|---|
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| OakInk2 | 37,692 | egocentric view only; round-1 captioning in progress |
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| ARCTIC | 14,826 | cut only — no rendering, captions or index yet |
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| HOI4D | — | source converted by a colleague; not re-cut |
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| HOT3D | — | source converted by a colleague; not re-cut |
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<!-- COLLECTION_TABLE_END -->
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