neerz / Face-Completion-GANs

Globally and Locally Consistent Image Completion

Face-Completion-GANs

Keras implementation of (Globally and Locally Consistent Image Completion) on celebA dataset.

Requirements

• Opencv 3.4.3.18
• Keras 2.2.4

Folder Setting

-data
  -img_align_celeba
    -img1.jpg
    -img2.jpg
    -...

Train

$ python train.py 

Test

Download pretrained weights

$ python test.py

Results

• Kaggle kernal

• Python OpenCv

  Use your mouse to erase pixels in the image.  
  When you're done, press Q.  
  Result will be shown in few seconds.
  

• After 10 Epochs

• After 20 Epochs

Feature works

• using align the face landmarks with dlib before training.