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README.md ADDED
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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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+
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+ # evButtonPush — 30Hz Multi-Camera RGB Demo Set v01
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+
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+ ## 개요 / Overview
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+
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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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+
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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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+
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+ ## 데이터셋 정보 / Dataset Info
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+
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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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+
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+ ## HDF5 구조 / Structure
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+
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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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+
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+ 각 demo 그룹 attrs: `success: True`, `num_samples: T`.
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+
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+ ## Task / 환경 정보
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+
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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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+
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+ ## 수집 명령어 / Collection Command
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+
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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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+
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+ # 10 more (seeds 30-39) — same params
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+ ```
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+
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+ ## Teacher Phases (per demo)
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+
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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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+
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+ Press validation: gripper finger contact force > 5N triggers FSM button press → LED + door.
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+
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+ ## Notes / 비고
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+
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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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+
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+ ## License
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+
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+ Apache 2.0 (model + data).
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