Depth in The Wild

Pytorch implementation of Single-Image Depth Perception in the Wild https://arxiv.org/pdf/1604.03901.pdf

• [x] Data Loader for NYUDepth
• [x] Architecture
• [x] Custom Criterion
• [x] Train on Small sample
• [x] Tweak Architecture
• [ ] Fully Train Model (310/~500 epochs)
• [ ] Validate Results

Network Architecture:

Targets

Outputs (120 epochs)