https://github.com/arsho/face_detection

Detect human and cat faces of an image
https://github.com/arsho/face_detection

Last synced: 3 months ago
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Detect human and cat faces of an image

• Host: GitHub
• URL: https://github.com/arsho/face_detection
• Owner: arsho
• Created: 2017-06-21T10:21:03.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2017-06-22T07:02:03.000Z (about 9 years ago)
• Last Synced: 2025-01-28T04:46:15.906Z (over 1 year ago)
• Language: Python
• Size: 818 KB
• Stars: 3
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Face Detection (Human and Cat faces)

Detect human and cat faces in images. You can test on multiple images

by keeping them inside ```input_test``` folder.

## Packages Used

The program is coded using Windows 10 (64 bit) operating system with Python version 3.5.2.

The following packages are necessary to run the program:

Package | Version | Installation

--- | --- | ---

**OpenCV** | 3.2.0 | `pip install opencv-python`

**Numpy** | 1.11.3 | `pip install numpy`

**Matplotlib** | 1.5.3 | `pip install matplotlib`

## Running the program

Open cat_human.py and click on Run > Run Module. 

The test images should be in input_test folder.

## Test Images

![alt ch2.jpg](https://raw.githubusercontent.com/arsho/face_detection/master/input_test/ch2.jpg)

![alt ch3.jpg](https://raw.githubusercontent.com/arsho/face_detection/master/input_test/ch3.jpg)

![alt ch6.jpg](https://raw.githubusercontent.com/arsho/face_detection/master/input_test/ch6.jpg)

### Output Images

The output images consist of human and cat faces marked by color boxes.

![alt ch2.jpg](https://raw.githubusercontent.com/arsho/face_detection/master/output_test/out_ch2.jpg)

![alt ch3.jpg](https://raw.githubusercontent.com/arsho/face_detection/master/output_test/out_ch3.jpg)

![alt ch6.jpg](https://raw.githubusercontent.com/arsho/face_detection/master/output_test/out_ch6.jpg)

### References

* [Detecting cats in image with opencv](http://www.pyimagesearch.com/2016/06/20/detecting-cats-in-images-with-opencv/)

* [OpenCV data](https://github.com/opencv/opencv/tree/master/data/haarcascades)

* [Basic Image Manipulations in Python and OpenCV](http://www.pyimagesearch.com/2014/01/20/basic-image-manipulations-in-python-and-opencv-resizing-scaling-rotating-and-cropping/)

***

### Feel free to contribute for improvement.