Some Deep Learning Research

We are students of the Department of Electronic and Computer Engineering of National Yang Ming Chiao Tung University, we have selected several machine learning topics as side projects.

members

Henry Tsui

Ethan Lai

Sam Wang

TOPICS

Implement CNN from Numpy

Skin Disease Detection

The project which use RESNET18 to classification Skin Disease. The data set is very uneven and the amount of data is small.

Cityscapes Semantic Segmentation

Network Pruning

Use network pruning technique to lightweight RESNET18 on CIFAR10's Clssification Task