This is a Tensorflow implemention of Deep3D (The original MXNet implementation can be found in the github repository: Deep3D-MXNet. The published paper describes the development and performance of the original network. There is a lot of work to be done for this ported model!
- Refactor and port over NumPy weights to Tensorflow loading methods
- Add training persistance
- Train WAY longer on hollywood Dataset
- Explore TensorServe API for web hosting + experiment with Ruby API
Presentation Slides: https://goo.gl/iijL3X
The backbone of this network is built from the github repository of an implementation of VGG19.
