luoxd1996/scwssod

SCWSSOD

This is the implementation of Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence (AAAI2021).

Training

Requirements

1. Clone this project and install required pytorch first.
2. pip install -r requirements.txt

Training data

The training data can be downloaed from Scribble_Saliency.

Pretrained weights for backbone

The pretrianed weight for backbone can be downloaded from Res50.

Traing procedure

1. Download training data and put them into 'data' folder.
2. run train.py

Testing

Test Model

The test model can be downloaded from model.

Testing procedure

1. Modify test path
2. run test.py

Predicted Maps

The predicted Saliency Maps can be downloaded from prediction.

Evaluation

The evaluation code is from GCPANet.

Others

The code is based on GCPANet and GatedCRFLoss.