https://github.com/gill-singh-a/pedestrian-detection
A Python Program that uses OpenCV's haarcascade to Detect Pedestrians
https://github.com/gill-singh-a/pedestrian-detection
computer-vision object-detection opencv pedestrian-detection python python-3
Last synced: about 2 months ago
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A Python Program that uses OpenCV's haarcascade to Detect Pedestrians
- Host: GitHub
- URL: https://github.com/gill-singh-a/pedestrian-detection
- Owner: Gill-Singh-A
- Created: 2023-04-28T18:32:21.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2023-05-29T08:49:06.000Z (about 3 years ago)
- Last Synced: 2025-11-14T00:03:04.883Z (8 months ago)
- Topics: computer-vision, object-detection, opencv, pedestrian-detection, python, python-3
- Language: Python
- Homepage:
- Size: 72.3 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Pedestrain Detection
A Python Program that uses OpenCV's haarcascade to Detect Pedestrians
## Requirements
Language Used = Python3
Modules/Packages used:
* cv2
* datetime
* optparse
* time
* colorama
Install the dependencies:
```bash
pip install -r requirements.txt
```
## Input
It takes the following arguments from the command that is used to run the Python Program:
* '-i', "--image" : Path to the Image file (If not specified, will take frame from Camera Stream)
* '-p', "--cascade-file-pedestrians" : Path to cascade File for Pedestrian Detection
* '-s', "--scale-factor" : Scale Factor
* '-m', "--min-neighbors" : Minimum Neighbors
## Output
Image/Live Video Stream from the Camera with Detected Pedestrains.
On the Command Line Interface, it displays the number of Pedestrains Detected.
### Note
If the output was not what you expected, try to adjust the **scale-factor** and **min-neighbors** value.