Scene-adaptive Unsupervised Crowd Counting for Video Surveillance

Implement cross-domain adaptive migration of crowd counting models with the help of scene priors

Installation environment

pip install -r requirements.txt

The data set supports mainstream video crowd data sets and also supports custom input of crowd video data.

Pretrained model weights

Download

The two pre-trained models we provide are available through Baidu Netdisk

Link: https://pan.baidu.com/s/19QVkP-nuMqN9C036qUV4ug Extraction code: 6rw6

Path

Copy the two models to the following paths respectively

best-model_epoch-204_mae-0.0505_loss-0.1370.pth -> saliency/models/best-model_epoch-204_mae-0.0505_loss-0.1370.pth

esa_net.pth.tar -> /esr_net/weights/esa_net.pth.tar

Run

python main.py