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image manipulation detection

task: --> tianchi

function

  1. image segmentation
  2. salient object detection

image segmentation

  • use ResNeXT | Res2Net | SeResNeXT as encoder;
  • use UNet | R2UNet framework;
  • use DAHead | PSPHead as decode_head;

see seg model

salient object detection

  • use U2Net | EGNet | CSF+Res2Net;

see det model

usage

use make_dataset.py to make the .tfrecord files

python -W ignore train.py --batch_size $batch_size --niter $niter --lr $lr

todo

  • data aug
  • model fusion

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