kuantingchen04 / Light-Field-Depth-Estimation

LIght Filed Depth Estimation using GAN

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!