An Universal Network for Counting Crowd with Varying Densities and Scales Requirements: Python=2.7, Pytorch>=0.4.0 and tensorflow >=1.6 1.Install Pytorch,tensorflow 2.compile mask rcnn based on 3.Use Mask RCNN to detect and segment first 4.Trian the model with segmented image.