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- aux_30hz_v01_40demos.hdf5 +3 -0
.gitattributes
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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aux_30hz_v01_40demos.hdf5 filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: apache-2.0
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language:
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- en
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- ko
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tags:
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- robotics
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- imitation-learning
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- isaac-sim
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- elevator-button
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- omy-arm
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- action-chunking-transformer
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size_categories:
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- 10K<n<100K
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---
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# evButtonPush — 30Hz Multi-Camera RGB Demo Set v01
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## 개요 / Overview
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엘리베이터 콜 버튼 누르기 task에 대한 ROBOTIS OMY 6-DoF 매니퓰레이터 시연 데이터셋. Isaac Sim 5.1 + Isaac Lab 환경에서 scripted teacher (DLS-IK + force-feedback)로 자동 수집.
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Imitation learning demo dataset for elevator call button press task using ROBOTIS OMY 6-DoF arm. Collected automatically via scripted teacher (DLS-IK + force-feedback) in Isaac Sim 5.1 + Isaac Lab.
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## 데이터셋 정보 / Dataset Info
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| 항목 | 값 |
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|---|---|
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| Demos | **40** |
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| 모두 success=True | ✅ (button_pressed + LED_lit + door_open + home_reached) |
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| Frames per demo | ~568 (variable) |
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| Total frames | ~22,720 |
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| Action/observation rate | **30 Hz** (sim 60 Hz physics, decimation=2) |
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| Image resolution | **1920 × 1200** |
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| Cameras | **3 cams**: cam_wrist (link6 mounted), cam_top, cam_belly |
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| Action space | 7-dim (6 arm joints + 1 binary gripper) |
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| State obs | qpos, qvel (10), eef_pos (3), eef_quat (4), call_button_pos (3), rel_dist (3), call_button_lit (1), action history |
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| Total file size | ~31 GB |
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| Format | Single HDF5 (multi-episode) |
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## HDF5 구조 / Structure
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```
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data/
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demo_0/
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actions (T, 7) float32
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obs/
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cam_wrist (T, 1200, 1920, 3) uint8
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cam_top (T, 1200, 1920, 3) uint8
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cam_belly (T, 1200, 1920, 3) uint8
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joint_pos (T, 10) float32
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joint_vel (T, 10) float32
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eef_pos (T, 3) float32
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eef_quat (T, 4) float32
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call_button_pos (T, 3) float32
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rel_ee_call_button_distance (T, 3) float32
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call_button_lit (T, 1) float32
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actions (T, 7) float32
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initial_state/ (joint_position, root_pose, etc.)
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states/ (per-step robot/scene physics state)
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demo_1/
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...
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demo_39/
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```
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각 demo 그룹 attrs: `success: True`, `num_samples: T`.
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## Task / 환경 정보
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- **Task**: `RobotisLab-CallButton-Right-OMY-Aux-v0`
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- **Sim**: Isaac Sim 5.1, Isaac Lab
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- **Robot**: OMY (6-DoF, RH-P12-RN gripper, 4-finger mimic)
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- **Scene**:
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- Pedestal (cube, 0.8m × 0.8m × 0.908m)
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- Robot mounted on pedestal
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- Elevator (random USD from 100 variants per episode, hall-side facing)
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- Call button (CallBtn_0) on right side
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- **Light**: DomeLight 5600 intensity, randomized per episode
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- **Robot init**: front-of-button, 55-65cm standoff, ±5cm lateral random, joint randomization (Gaussian, std 0.02 rad)
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## 수집 명령어 / Collection Command
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```bash
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# 30 demos (seeds 0-29)
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/isaac-sim/python.sh scripts/my_codes/diffik_teacher_jointpos_aux.py \
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--num-demos 30 --seed 0 --headless --enable_cameras \
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--approach-steps 50 --press-steps 200 --stall-steps 10 \
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--contact-force-threshold 5.0 --hold-steps 15 \
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--return-steps 150 --home-idle-steps 75 --press-depth 0.035 \
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--dataset-file demo.hdf5
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# 10 more (seeds 30-39) — same params
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```
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## Teacher Phases (per demo)
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| Phase | Steps (30Hz) | 설명 |
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|---|---|---|
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| settle | initial | Gripper close + physics settle |
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| approach | 50 | Joint-space cubic smoothstep HOME → goal_pre_q (IKPy) |
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| press | up to 200 | DLS micro-thrust 4mm/step toward button (PUSH_STEP_M=0.004) |
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| hold | 15 | Dwell after contact |
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| retract | 150 | Smoothstep back to goal_pre_q |
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| home_idle | 75 | Hold at HOME |
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Press validation: gripper finger contact force > 5N triggers FSM button press → LED + door.
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## Notes / 비고
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- Per-demo **30 Hz action rate** is more realistic for real-world deployment (vs 60 Hz). Total wall-time per demo ~19s.
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- All 40 demos verified `success=True` (pressed + LED lit + door opened + home reached).
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- Image dimensions match Isaac Sim camera annotator output (1920 × 1200 PinholeCameraCfg).
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## License
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Apache 2.0 (model + data).
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aux_30hz_v01_40demos.hdf5
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version https://git-lfs.github.com/spec/v1
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oid sha256:cdd945000c4002c14c1a4a1ff5ede99bb61725ebad0cc922c52e545179f21286
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size 31636655675
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