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README.md ADDED
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+ ---
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+ license: other
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+ task_categories:
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+ - robotics
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+ - imitation-learning
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+ pretty_name: UP-VLA Precision Recovery 15K
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+ size_categories:
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+ - 10K<n<100K
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+ ---
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+
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+ # UP-VLA Precision Recovery 15K
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+
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+ This research dataset contains 15,000 physically validated
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+ precision-recovery samples in 150 WebDataset shards.
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+
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+ Each sample contains a wrist RGB image, metric depth, camera-frame XYZRGB point cloud,
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+ and synchronized dual action trajectories:
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+
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+ 1. relative end-effector SE(3) in the current tool frame;
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+ 2. robot joint positions on the same timestamps.
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+
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+ Perturbations are 5 mm to 5 cm and 5 to 30 degrees. Samples include deterministic
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+ randomization receipts for background textures, clutter, lighting, RGB photometrics,
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+ depth noise, and depth dropout.
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+
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+ ## Coverage
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+
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+ - Unique object models: 111
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+ - Source families: {"rlbench": 5220, "robotwin_generic": 9780}
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+ - Task categories: {"edge_grasp": 1617, "insertion_alignment": 5200, "precision_grasp": 8183}
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+ - Domain-randomized samples: 15000
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+ - Background signatures: 5291
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+ - Scene signatures: 5293
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+ - Lighting signatures: 14659
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+ - Sensor signatures: 14573
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+ - All source experts successful: yes
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+ - All recovery tasks successful: yes
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+
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+ ## Format
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+
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+ Use manifest.jsonl to map sample keys to shards/shard-*.tar. Each key has
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+ metadata.json, wrist_rgb.png, wrist_depth.npy, wrist_pointcloud.npy, and
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+ action_chunk.npz members.
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+
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+ ## License and source notice
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+
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+ RoboTwin-derived samples use the MIT-licensed RoboTwin software and assets subject to
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+ their own provenance. RLBench-derived samples are for non-commercial internal or
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+ academic research under the RLBench licence from Imperial College London. Publications
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+ or presentations using those samples must identify RLBench as their source and comply
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+ with the upstream licence. This combined dataset is therefore distributed for
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+ non-commercial research use only.
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+
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+ The dataset contains rendered observations and trajectories, not copies of simulator
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+ source code.
dataset_info.json ADDED
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