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Dataset Download Guide

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- ---
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- license: cc-by-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-4.0
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+ ---
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+ # OctoNet Multi-Modal Dataset
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+
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+ Welcome to the **OctoNet** multi-modal dataset! This dataset provides a variety of human activity recordings from multiple sensor modalities, enabling advanced research in activity recognition, pose estimation, multi-modal data fusion, and more.
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+
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+ ---
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+
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+ ## 1. Overview
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+
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+ - **Name**: OctoNet
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+ - **Data**: Multi-modal sensor data, including:
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+ - Inertial measurement unit (IMU) data
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+ - Motion capture data in CSV and `.npy` formats
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+ - mmWave / Radar data (vayyar_pickle)
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+ - Multiple sensor nodes (`node_1`, `node_2`, etc.) capturing different data streams
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+ - **Use Cases**:
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+ - Human activity recognition
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+ - Human pose estimation
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+ - Multi-modal signal processing
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+ - Machine learning/deep learning model training
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+
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+ ---
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+
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+ ## 2. File Chunks
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+
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+ Because of the large dataset size, it has been split into multiple chunks:
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+ ''
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+ Octonet_chunk_aa
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+ Octonet_chunk_ab
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+ ...
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+ Octonet_chunk_ap
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+ ''
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+
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+ All chunks are required to reconstruct the full dataset.
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+
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+ ---
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+
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+
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+ ## 3. Download & Merge Instructions
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+
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+ ### 3.1 Download All Chunks at Once
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+
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+ Below is an example **bash** snippet that downloads all chunks in sequence. Make sure you have `wget` installed:
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+
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+ ```bash
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+ # Download all Octonet dataset chunks:
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+ for chunk in aa ab ac ad ae af ag ah ai aj ak al am an ao ap; do
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+ wget https://huggingface.co/datasets/aaroneasy/OctoNet-tar/resolve/main/Octonet_chunk_${chunk}
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+ done
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+ ```
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+
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+ ### 3.2 Merge Chunks into a Single Tar (Bash)
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+ ```bash
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+ cat Octonet_chunk_aa \
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+ Octonet_chunk_ab \
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+ Octonet_chunk_ac \
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+ Octonet_chunk_ad \
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+ Octonet_chunk_ae \
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+ Octonet_chunk_af \
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+ Octonet_chunk_ag \
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+ Octonet_chunk_ah \
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+ Octonet_chunk_ai \
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+ Octonet_chunk_aj \
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+ Octonet_chunk_ak \
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+ Octonet_chunk_al \
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+ Octonet_chunk_am \
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+ Octonet_chunk_an \
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+ Octonet_chunk_ao \
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+ Octonet_chunk_ap \
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+ > octonet.tar
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+ ```
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+ ### 3.3 Extract
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+ ```bash
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+ tar -xvf octonet.tar
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+ ```
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+
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+ ## 4. Directory Structure
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+ After extracting octonet.tar, you should have a structure similar to:
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+ ```bash
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+ .
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+ └── octonet
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+ ├── mocap_csv_final # Motion capture data (CSV)
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+ ├── mocap_pose # Motion capture data (NumPy .npy)
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+ ├── node_1 # Multi-modal sensor node 1
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+ ├── node_2 # Multi-modal sensor node 2
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+ ├── node_3 # Multi-modal sensor node 3
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+ ├── node_4 # Multi-modal sensor node 4
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+ ├── node_5 # Multi-modal sensor node 5
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+ ├── imu # Inertial measurement unit data (.pickle)
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+ ├── vayyar_pickle # Vayyar mmWave radar data (.pickle)
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+ ├── cut_manual.csv # Manually curated data segments
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+ ```
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+ ## 5. Quick Start with Octonet Code
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+
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+ For more details, refer to the original README in code repository in githublink.
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+
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+ ## 6. License
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+ License: CC BY 4.0
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+
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+ ## 7. Contact & Disclaimer
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+ Contact:
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+
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+ Email: 1155177815@link.cuhk.edu.hk
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+
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+ GitHub:
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+
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+ Disclaimer:
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+ This dataset is provided as is without warranties of any kind and is intended for research/educational purposes only. The creators assume no responsibility for any misuse or damages.