model practice

Practice makes perfect.

There are three essential skills for a coder in deep learning:

• How to compute in tensor/ndarray using a deep learning tool, say, pytorch or mxnet?
• How to define a neural network quickly and correctly?
• How to train a neural network?

This repo provides an answer to the second question. We define lots of models and practice coding to build correct model.

model list

object detection

• SSD paper
• Faster RCNN paper
• RON paper
• DSOD paper
• RetinaNet paper
• DPN paper

text detection

• EAST paper

human pose

• Stacked Hourglass Network paper