face_segmentation_keras

A port of YuvalNirkin/face_segmentation repo to keras.

Descriptions

1. FCN8s_caffe2keras_weights.ipynb

• This notebook download FCN8s caffe model from YuvalNirkin's repo and convert it to a keras weights file.

2. FCN8s_keras_demo.ipynb

• This notebook is the demo of keras FCN8s for face segmentation.

3. Keras weights file

• Converted keras weights file Keras_FCN8s_face_seg_YuvalNirkin.h5 (through FCN8s_caffe2keras_weights.ipynb) can be found here.

Results

Update Jun. 5th, 2018: The author contacted me, and mentioned that the the original model was trained on preprocessed (detecting and cropping) data. Applying the model on full images, such as the following examples, will yield suboptimal results. Please visit the official repo for more detail.

Successful cases

Failure cases

Images are from Pexels, GAHANG, and PAKUTASO.