DARTS: Differentiable Architecture Search

Hyojin Park, Lars Lowe Sjösund, YoungJoon Yoo, Nojun Kwak . "ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modules" arXiv preprint [arxiv]

Requirements

• python 3
• pytorch >= 0.4.0
• torchvision==0.2.1
• opencv-python==3.4.2.17
• numpy
• tensorboardX
• visdom

Run example

• Train

python mainwithEdge.py

1. Stage1_ExtremeC3NetV2
   • stage1 train CoarseNet
   • stage2 train Full model
2. ExtremeC3Net_small
   • not use FineNet

• demo with video

# genotype from search results
python demo_video.py

WeightFile