MixNet-PyTorch

This repository contains a concise, modular, human-friendly PyTorch implementation of MixNet with Pre-trained Weights.

> New!!! Our Semantic Segmentation Model using MixNet as backbone and MixBiFPN as Decoder: MixSeg-MixBiFPN has been released, up to 72.23 mIoU.

Dependencies

• PyTorch(1.4.1+)
• torchstat
• pytorch_memlab

Result Details(Val.)

Name	# Params	# FLOPS	Top-1 Acc.	Pretrained
MixNet-S	4.1M	0.256B	75.2	GitHub
MixNet-M	5.0M	0.360B	76.5	GitHub
MixNet-L	7.3M	0.565B	78.6	GitHub