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Publish Cosmos-augmented SO-101 multi-camera dataset (v2): WM pixels, real seed labels

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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - robotics
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+ tags:
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+ - lerobot
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+ - so101
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+ - world-model
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+ - cosmos
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+ - synthetic-data
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+ - domain-randomization
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+ ---
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+
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+ # so101_recording_20260519_000250 — Cosmos-augmented (v2, multi-camera)
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+
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+ World-model-augmented [LeRobot](https://github.com/huggingface/lerobot) dataset for the **SO-101**
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+ arm. The camera pixels are **generated by NVIDIA Cosmos** rolled forward from real seed frames; the
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+ **action / observation.state labels are the seed's REAL teleoperation labels**, carried through
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+ unchanged. In short: **pixels are world-model-generated, labels are real.**
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+
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+ - **Seed dataset:** [`ofcourseistillloveyou/so101_recording_20260519_000250`](https://huggingface.co/datasets/ofcourseistillloveyou/so101_recording_20260519_000250) — real SO-101 teleoperation
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+ - **Method:** Cosmos world-model roll-forward, conditioned per-camera on each real seed frame, with real label-carry
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+ - **Cameras:** `observation.images.front`, `observation.images.side` — each rolled out **separately**
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+ (Cosmos is a single-view generator) from its own real first frame, written back under its real seed key
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+ - **Augmentations (prompt-steered domain randomization):** lighting, distractors
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+ - **Episodes:** 1 · **Frames:** 97 · **fps:** 30
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+ - **action dim:** [6] · **observation.state dim:** [6]
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+ - **Task:** "Teleoperate the SO-101 arm."
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+
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+ ## How it was made
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+
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+ Each generated trajectory conditions Cosmos on the **actual initial observation frame** of a seed
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+ episode and rolls the scene forward. The seed episode's per-frame `action` and `observation.state`
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+ vectors are carried onto the generated frames **aligned by index**, so every frame keeps a learnable,
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+ real `(frame -> action)` supervision signal — never zeros. The two camera views share the same
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+ per-frame labels (the robot supervision is camera-independent). Prompt-steered augmentations
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+ (lighting, distractors) vary the generated pixels while the carried labels stay invariant — the point
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+ of domain randomization.
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+
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+ ### Label fidelity (this release)
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+
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+ The Cosmos rollout produced 97 frames while 93 seed label frames were loaded for conditioning, so the
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+ **first 93 frames carry the seed's exact per-frame labels** and the **final 4 frames hold the last
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+ real seed label** (standard "hold last real label when the rollout outruns the seed trajectory"
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+ behavior — still a real label, never zeros/garbage). Verified: both camera keys present, videos decode
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+ to real 704x1280 frames, and labels match the seed element-wise.
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+
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+ > Provenance: pixels world-model-generated (Cosmos); labels real (from `ofcourseistillloveyou/so101_recording_20260519_000250`).
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