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--- |
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license: mit |
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tags: |
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- infinite-dataset-hub |
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- synthetic |
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--- |
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# HumanMovementDataset |
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tags: kinematics, sports, analysis |
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_Note: This is an AI-generated dataset so its content may be inaccurate or false_ |
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**Dataset Description:** |
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The 'HumanMovementDataset' is a curated collection of high-resolution videos depicting various athletes performing kinematic movements in sports such as basketball, soccer, and gymnastics. Each video is annotated with keyframes and corresponding kinematic labels that describe the athlete's actions and movements. The dataset is intended for research in human motion analysis and could be used to train machine learning models for activity recognition and sports analytics. |
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**CSV Content Preview:** |
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```csv |
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filename,timestamp,x,y,z,label |
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athlete_walking_basketball_001.mp4,00:00:01,0.5,1.2,0.7,Running |
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athlete_jumping_soccer_002.mp4,00:00:03,1.0,1.4,0.9,Jumping |
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gymnast_floor_exercise_003.mp4,00:00:02,0.6,1.1,0.8,Floor Exercise |
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basketball_dunk_004.mp4,00:00:04,1.2,1.5,1.0,Dunking |
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gymnast_vault_005.mp4,00:00:03,0.7,1.3,1.1,Vaulting |
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``` |
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**Source of the data:** |
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The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'human': |
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- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=human&dataset=HumanMovementDataset&tags=kinematics,+sports,+analysis |
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- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct |
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- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub |
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