The objective of this project is to estimate the number of people in a crowded image using deep learning. The system uses CSRNet, a convolutional neural network designed for crowd counting in highly ...

This is the PyTorch version repo for CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes in CVPR 2018, which delivered a state-of-the-art, straightforward and ...

ZhuJ. HuangJ. WangY. WangJ. WenY. (2025). A method of rice panicle number counting based on improved CSRNet model. Front. Plant Sci. 16 -2025. doi: 10.3389/fpls.2025.1494564 Pubmed Abstract CrossRef ...

“ Csrnet: Dilated convolutional neural networks for understanding the highly congested scenes,” in Proceedings of the IEEE conference on computer vision and pattern recognition. 1091 – 1100.