task: --> tianchi
- image segmentation
- salient object detection
- use ResNeXT | Res2Net | SeResNeXT as encoder;
- use UNet | R2UNet framework;
- use DAHead | PSPHead as decode_head;
see seg model
- use U2Net | EGNet | CSF+Res2Net;
see det model
use make_dataset.py
to make the .tfrecord
files
python -W ignore train.py --batch_size $batch_size --niter $niter --lr $lr
- data aug
- model fusion