Crowd Counting Models

List of Crowd Counting Models

The table below shows the crowd counting models available.

Model	Documentation
CSRNet	`model.csrnet`

Benchmarks

Model Accuracy

The table below shows the performance of CSRNet obtained from the original GitHub repo, using Mean Absolute Error (MAE) as the metric. The reported metrics are close to the results from the CSRNet paper.

Model	Type	Dataset	MAE
CSRNet	dense	ShanghaiTech Part A	65.92
CSRNet	sparse	ShanghaiTech Part B	11.01

Dataset

The ShanghaiTech dataset was used. It contains 1,198 annotated images split into 2 parts: Part A contains 482 images with highly congested scenes, while Part B contains 716 images with relatively sparse crowd scenes.