https://github.com/trackit/upscaling-videos

https://github.com/trackit/upscaling-videos

Last synced: 8 months ago
JSON representation

• Host: GitHub
• URL: https://github.com/trackit/upscaling-videos
• Owner: trackit
• Created: 2023-11-06T10:58:00.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-12-21T11:48:37.000Z (over 2 years ago)
• Last Synced: 2025-07-29T04:19:18.241Z (10 months ago)
• Language: Jupyter Notebook
• Size: 3.89 MB
• Stars: 0
• Watchers: 4
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Up Scaling Video

## Phase 1: Dataset Creation

- Downloading videos from YouTube in 1080p and 480p

- Splitting videos in frame with ffmpeg, one frame per second

- Copy frames in a good format for training

## Phase 2: Model Training (v2)

- Buffer images with the Tensorflow model

- Create a model which fit in AWS instances

- Train the model

- Test the model

  - Split a full video in frame

  - Predict the high resolution of all images

  - Merge predicted images