Crowd-counting

Datasets:

• ShanghaiTech Dataset [Link: Dropbox / BaiduNetdisk]
• WorldExpo'10 Dataset [Link]
• UCF CC 50 Dataset [Link]

Useful Links

• All resources
• basic blog
• basic model
• different model comparision
• using density based methods

Papers:

• [MCNN] Single-Image Crowd Counting via Multi-Column Convolutional Neural Network (CVPR2016) [paper]
• [CSR] CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes (CVPR2018) [paper]
• Finding tiny faces [paper]

Course plan

-Machine Learning - python programming net - Andrew NG Coursera - A-Z ML by udemy

-CNN - See python programming net for CNN part - containing code in Tensorflow - Deep learning Course by AndrewNG(cover only the CNN part for now) - cs231n course link to CNN