Video Labelling Tool Using youtube 8M dataset

Preparation

Python 2.x was tested to work well.

Prepare necessary libraries for image processing and deep learning.

conda install -c conda-forge imageio=2.2.0

pip install -r requirements.txt

Predict a Video Label

1. Prepare trained models

python download_models.py

2. Prepare a movie data

   • Example: Download a movie data from youtube

     pytube https://www.youtube.com/watch?v=korUVQbEA98&t=11s -f YOUR_MOVIE_FILENAME
     

3. Predict a label of the movie

python video_label_prediction.py YOUR_MOVIE_FILENAME_WITH_EXTENSION  

References

• Keras Inception model

  • https://github.com/fchollet/deep-learning-models

• Youtube 8M starter code

  • https://github.com/google/youtube-8m