Objectives:
- Port the code to 0.7 and 1.0.
- Make all current notebooks 100% reproducible.
- Improve performance.
- Allow HOG to be computed as a matrix. Get patches from that matrix instead of patches from the original image and compute the HOG descriptor for each patch.