ShadowProject

Table of contents

1. ShadowProject
2. Used Dataset
   1. Image triplet structure
3. Train Run example
4. Test

Shadow Detection & Removal

• Deep Learning code : /cGAN-ShadowRemove
• Unity3d : /Web3DS

Used Dataset

[1] ISTD Dataset : Dataset is available in GoogleDrive : https://drive.google.com/file/d/1I0qw-65KBA6np8vIZzO6oeiOvcDBttAY/view

[1] J. Wang, X. Li, and J. Yang. Stacked conditional generative adversarial networks for jointly learning shadow detection and shadow removal. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018

Image triplet structure

• Shadow
• Shadow-mask
• Shadow-free

Train Run example

python train_model_shadow.py

Test

• run test.ipynb