Week of September 21, 2018
- Goals: Research CNNs
- How I Did
- Read articles and watched videos on CNNs for video analysis
- "Five video classification methods implemented in Keras and TensorFlow"
- "MovieScope: Movie trailer classification using Deep Neural Networks "
- "Convolutional Neural Networks (CNNs) explained"
- Results
- Better understanding of CNNs
- CNN on individual frames followed by RNN on sequences produces improved results
- Next Steps
Week of October 5, 2018
- Goals: Figure out how to operate SceneDetect
- How I Did
- Installed SceneDetect and dependencies
- Implemented on sample video
- Results
- Can generate list of scenes, start and end times, start and end frames, images, and stats
- Can split into separate videos of each scene
- Next Steps
- Try to separate with non-cut transitions
- Learn how to take Skywalker data
Week of October 12, 2018
- Goals: Deeper functions of SceneDetect
- How I Did