erlandlila/YOLOv11-People-Enter-Exit-Detector
🎥 Detect and track people in real-time, counting entries and exits with YOLOv11 for effective foot-traffic analytics and space utilization insights.
What's novel
🎥 Detect and track people in real-time, counting entries and exits with YOLOv11 for effective foot-traffic analytics and space utilization insights.
Code Analysis
3 files read · 2 roundsA single 100-line Python script that runs YOLO11n tracking on a hardcoded video file, counts people entering/exiting two hardcoded polygon zones, and writes an annotated output video.
Strengths
It does work as a minimal proof-of-concept for YOLO-based people counting with polygon ROI detection, and the use of cvzone for text rendering is a reasonable choice.
Weaknesses
The README is a marketing document that describes features (customizable zones, camera input, visual interface, reporting, installation) that do not exist in the code; the code itself has no error handling, no modularity, hardcoded values everywhere, unbounded memory growth, and zero tests.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
24
Contributors
2
Files
13
Active weeks
4
Repository
Language
Python
Stars
1
Forks
0
License
MIT