/DFL-Bundesliga

Football events classification project with Computer Vision

Primary LanguageJupyter Notebook

DFL-Bundesliga

Order to execute the football events classifier

Main approach, working with frames:

  1. frames_capture.ipynb
  2. yolo7.ipynb
  3. cropping.py
  4. grayscaling.ipynb
  5. modeling.py

Alternative approach, working with videos:

  1. frames_capture.ipynb
  2. frames2clips.ipynb
  3. 2Dplus1ResNet.ipynb

Deployment for ilustration:

gradio.ipynb