Awesome
ACM-pytorch
The unofficial implement of paper "Asymmetric Contextual Modulation for Infrared Small Target Detection" in Pytorch. And this is my Homepage.
More Official Information:
Official code: open-acm and Homepage of Yimian Dai
Dependencies
Python = 3.6
Pytorch = 1.2.0
Train Command
python train.py --backbone-mode FPN --fuse-mode BiLocal
python train.py --backbone-mode FPN --fuse-mode AsymBi
python train.py --backbone-mode FPN --fuse-mode BiGlobal
python train.py --backbone-mode UNet --fuse-mode BiLocal
python train.py --backbone-mode UNet --fuse-mode AsymBi
python train.py --backbone-mode UNet --fuse-mode BiGlobal
Experiment Results
| Net Mode | Best IoU | Best nIoU |
|---|---|---|
| FPN+BiLocal | 0.6675 | 0.6781 |
| FPN+AsymBi | 0.6954 | 0.7121 |
| FPN+BiGlobal | 0.6918 | 0.7010 |
| UNet+BiLocal | 0.6402 | 0.6800 |
| UNet+AsymBi | 0.7152 | 0.7281 |
| UNet+BiGlobal | 0.6975 | 0.7227 |