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VideoActivityRecognition3DResnet

Performing activity recognition in videos using a pre-trained 3D ResNet model

  1. Pre-trained model used for recognition is from https://github.com/kenshohara
  2. Model can recognize 400 different activities
  3. Running the code notebook requires 3 files - pretrained model file, class names text file, sample video file . These files are automatically downloaded from my google drive on running the associated ipynb code file
  4. Link to medium blog post with more details

Image snapshot for Video Activity Recognition

Programming language and Libraries used

  1. Python programming language
  2. OpenCV library
  3. Other Python libraries including numpy, etc