https://github.com/anas-farooq8/predicting-and-generating-video-sequences

A deep learning project to predict and generate future video frames using models like ConvLSTM, PredRNN, and Transformers, leveraging the UCF101 dataset. The repository includes preprocessing, model training, video generation, an interactive UI, and evaluation metrics to compare model performance in video synthesis and temporal prediction tasks.
https://github.com/anas-farooq8/predicting-and-generating-video-sequences

computer-vision conv-lstm deep-learning future-frame-predicition predrnn pytorch spatio-temporal streamlit transformer-models ucf101-dataset video-generation video-prediction

Last synced: 7 months ago
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A deep learning project to predict and generate future video frames using models like ConvLSTM, PredRNN, and Transformers, leveraging the UCF101 dataset. The repository includes preprocessing, model training, video generation, an interactive UI, and evaluation metrics to compare model performance in video synthesis and temporal prediction tasks.

• Host: GitHub
• URL: https://github.com/anas-farooq8/predicting-and-generating-video-sequences
• Owner: anas-farooq8
• Created: 2024-11-25T16:50:28.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2025-01-04T14:09:40.000Z (9 months ago)
• Last Synced: 2025-01-27T14:28:51.592Z (8 months ago)
• Topics: computer-vision, conv-lstm, deep-learning, future-frame-predicition, predrnn, pytorch, spatio-temporal, streamlit, transformer-models, ucf101-dataset, video-generation, video-prediction
• Language: Jupyter Notebook
• Homepage:
• Size: 13.4 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.MD

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README

          
# Predicting-and-Generating-Video-Sequences

# Demo

![Screenshot (7)](https://github.com/user-attachments/assets/f0858b41-bacb-41ed-9a3e-b6e023b9772e)

![Screenshot 2024-11-30 123637](https://github.com/user-attachments/assets/af2f5b61-3238-4fe4-8592-c3634e16f4f2)

![Screenshot 2024-11-27 194932](https://github.com/user-attachments/assets/d1e60d46-cb4c-4b8e-a821-29a0ab7c2ed9)

# Video

https://github.com/user-attachments/assets/9f2d1d5e-1667-42c0-933e-9f7c3a22fe18