Using MatConvNet (like Lasagne for MATLAB) for classification of breast cancer histopathology images: benign / malignant.
Here is the associated course paper.
Architecture is nooby and performance is poor, but it is a nice example of MatConvNet in action.
traincnn
- maindefnet
- define the netbuildmdb
- build the image databasefunctions/
- weight init, error function, batch select, show layer conv kernelsvalidation/
- functions for characterizing performance