license: mit
tags:
- infinite-dataset-hub
- synthetic
HumanMovementDataset
tags: kinematics, sports, analysis
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
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.
CSV Content Preview:
filename,timestamp,x,y,z,label
athlete_walking_basketball_001.mp4,00:00:01,0.5,1.2,0.7,Running
athlete_jumping_soccer_002.mp4,00:00:03,1.0,1.4,0.9,Jumping
gymnast_floor_exercise_003.mp4,00:00:02,0.6,1.1,0.8,Floor Exercise
basketball_dunk_004.mp4,00:00:04,1.2,1.5,1.0,Dunking
gymnast_vault_005.mp4,00:00:03,0.7,1.3,1.1,Vaulting
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'human':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=human&dataset=HumanMovementDataset&tags=kinematics,+sports,+analysis
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub