video classification using transfer learning from establish model of resnet-50. In this post, the training set images are already included in the dataset
File structure
├── dataset
│ ├── data
│ │ └── [Add the categories here]
├── example_clips
│ └── example6.mp4
├── model
│ ├── activity.model
│ └── lb.pickle
├── output
│ ├── example6_out.mp4
│ └── plot.png
├── predict_video.ipynb
└── train.ipynb
The photos for sports were taken from: https://github.com/jurjsorinliviu/Sports-Type-Classifier
[original post]=> https://github.com/iamsuzank/video_classification
Reference: https://pyimagesearch.com/2019/07/15/video-classification-with-keras-and-deep-learning/