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dronefreak
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r3d-18-ucf101

Video Classification
PyTorch
English
action-recognition
ucf101
computer-vision
lightweight
baseline
Eval Results (legacy)
Model card Files
xet
 Community
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  [![💽 Dataset: UCF-101](https://img.shields.io/badge/Dataset-UCF--101-34aa44?logo=database&logoColor=white&style=for-the-badge)](https://www.crcv.ucf.edu/data/UCF101.php)
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  [![⚖️ License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-green?logo=open-source-initiative&logoColor=white&style=for-the-badge)](https://opensource.org/licenses/Apache-2.0)
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  # R3D-18 for UCF-101 Action Recognition
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  Lightweight 3D ResNet-18 fine-tuned on UCF-101. Good baseline for action recognition with fast inference.
 
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  [![💽 Dataset: UCF-101](https://img.shields.io/badge/Dataset-UCF--101-34aa44?logo=database&logoColor=white&style=for-the-badge)](https://www.crcv.ucf.edu/data/UCF101.php)
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  [![⚖️ License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-green?logo=open-source-initiative&logoColor=white&style=for-the-badge)](https://opensource.org/licenses/Apache-2.0)
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+ ![Demo](demo.gif)
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  # R3D-18 for UCF-101 Action Recognition
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  Lightweight 3D ResNet-18 fine-tuned on UCF-101. Good baseline for action recognition with fast inference.