Solutions for Kaggle Ultrasound nerve segmentation.
run solve_.py for different models.
cfgs_.py are configurations for different models.
model/ folders are .prototxt files
perClassLoss.py implement dice loss layer
preprocessing.py implement elastic distortion and random flip
- use dice coeff directly?
- use softmax?
- use euclidean dist(saliency)
- SegNet
- saliency detection
- deeplab
- msra
- deep FAIR structure
https://github.com/fyu/dilation
https://github.com/fvisin/reseg
https://github.com/imatge-upc/saliency-2016-cvpr
https://github.com/yuhuayc/alignhier
https://github.com/ivpshu/Co-Saliency-Detection-Based-on-Hierarchical-Segmentation
https://github.com/HyeonwooNoh/DeconvNet
deeplab