Week #3
12 Nov 2018Done
- Study the Course 1: Neural Networks and Deep Learning of deeplearning.ai authored by Andrew N.
- Study the Course 4: Convolutional Neural Networks of deeplearning.ai authored by Andrew N, The study note is here.
- Install FreeSurfer in remote server
- Implementation of a simple LeNet-5 using Pytorch at the remote server using the GPU. The code is here
- Paper review of ABhijit, Sailesh, Debdoot et al.Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data
- Learn some typical techniques of image segmentation from this site
Next steps
- Be familor with FreeSurfer.
- Build a Fully Convulutional network using Pytorch.