Descripton

This is my code from competition Planet: Understanding the Amazon from Space. My solution based on State of the art imagenet1k models like ResneXt and DPN.

Used packages

• mxnet 0.7.0 for DPNs
• mxnet 0.8.0 for ResNeXts
• pytorch for iterator

Run

Sorry, this code can't run out of the box. But it might be interesting for training logs and as an example of using pytorch iterator with mxnet.

Net

Here is nets I used:

• DPNs
• ResNeXts
• ResNet-50 imagnet11k+place365-ch

Train log

I put all log in logs