Crowd Counting Models
List of Crowd Counting Models
The table below shows the crowd counting models available.
Model | Documentation |
|---|---|
CSRNet |
Benchmarks
Model Accuracy
The table below shows the performance of CSRNet obtained from the originalGitHub repo, using Mean Absolute Error (MAE) as themetric. The reported metrics are close to the results from theCSRNet paper.
Model | Type | Dataset | MAE |
|---|---|---|---|
CSRNet | dense | ShanghaiTech Part A | 65.92 |
sparse | ShanghaiTech Part B | 11.01 |
Dataset
TheShanghaiTech dataset was used. It contains 1,198 annotatedimages split into 2 parts: Part A contains 482 images with highly congested scenes, while Part B contains 716images with relatively sparse crowd scenes.