| --- |
| title: Crowd Counting And Gender Classification |
| emoji: 👥 |
| colorFrom: blue |
| colorTo: pink |
| sdk: gradio |
| sdk_version: 4.44.1 |
| app_file: app.py |
| pinned: false |
| --- |
| |
| Crowd Counting & Gender Classification |
| Upload a crowd photo and get: |
|
|
| * Standard mode — total count reconciled against CSRNet's density estimate, plus a male/female breakdown, with a color-coded dot overlay (yellow = Male, pink = Female, unrecognizable faces left unmarked — no dot, no color) |
| * Extreme Density mode — total headcount only, via density estimation, for scenes too dense/occluded for reliable per-face gender classification |
|
|
| See `pipeline_decision.md` in the project repo for the full reasoning behind the two-pipeline architecture. |
|
|
