Official code for Motional Foreground Attention-based (MFA) Video Crowd Counting.

• Bus: BaiduNetDisk, GoogleDrive,
• Canteen: BaiduNetDisk, GoogleDrive,
• Classroom: BaiduNetDisk, GoogleDrive.

1. Download the dataset.
2. Change the path to the path which includes 'train.py'.
3. Run 'pre_train.py' to conduct stage-1 training.

python pre_train.py (dataset path) (save path) amb (gpu id) (task name) -m (roi file path)

4. Run 'train.py' to conduct stage-2 training.

python train.py (dataset path) (save path) (stage-1 model path) PreTrain (gpu id) (task name) -m (roi file path)

1. Download the dataset.
2. Change the path to the path which includes 'test.py'.
3. Run 'test.py' to conduct testing.

python test.py (dataset path) (model weight path) (gpu id) -m (roi file path)