3togo/Light-Field-Depth-Estimation

LIght Filed Depth Estimation using GAN

Python

Light-Field-Depth-Estimation

Light Filed Depth Estimation using cGAN

Data

600 Light Field Images from DDFF 12-scene

Method

Conditional GAN using pix2pix (Tensorflow)
Fed 5 focal image stacks + LSTM embeddings

Run

Download any checkpoint from here
Download manual cropped data from here
python main.py --phase train --dataset_name scene12_v3_400

Acknowledgments

Code borrows heavily from pix2pix-tensorflow. Thanks for Yen-Chen!