https://github.com/bieanimaton/image-detection

Machine Learning and Computer Vision project to detect face, eye, body and general objets in static image or video.
https://github.com/bieanimaton/image-detection

body-detection car-detection cascades computer-vision face-detection image-classification machine-learning opencv python

Last synced: about 1 month ago
JSON representation

Machine Learning and Computer Vision project to detect face, eye, body and general objets in static image or video.

• Host: GitHub
• URL: https://github.com/bieanimaton/image-detection
• Owner: BieAnimaton
• Created: 2020-11-06T00:16:57.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2020-11-09T10:45:09.000Z (about 4 years ago)
• Last Synced: 2024-06-18T14:31:32.546Z (6 months ago)
• Topics: body-detection, car-detection, cascades, computer-vision, face-detection, image-classification, machine-learning, opencv, python
• Language: Python
• Homepage:
• Size: 4.03 MB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# General-Detection

This is a project about Machine Learning and Computer Vision using OpenCV and

Trained Cascasdes to detect face, body, smile, and others objects in image or video.

## Image

![lena](https://user-images.githubusercontent.com/52220244/98531200-c4dcb180-225e-11eb-9d9d-61910d2367c6.JPG)

![faith connors](https://user-images.githubusercontent.com/52220244/98531296-e5a50700-225e-11eb-9ade-1ce5f6de43ed.JPG)

![car 1](https://user-images.githubusercontent.com/52220244/98531074-91018c00-225e-11eb-8e29-3e4984703569.JPG)

![face and eyes detection](https://user-images.githubusercontent.com/52220244/98531034-834c0680-225e-11eb-9678-5eaa5f85daa9.JPG)

![face and eyes detection 2](https://user-images.githubusercontent.com/52220244/98531039-847d3380-225e-11eb-9681-a630f2a77e09.JPG)

## How Install :bookmark_tabs:

```

# Create folder for store the files, like 'GeneralDetection'

IMPORTANT!

Cascades (Haar Cascade) is a XML file trained with positives and negatives images to fast

detection of objects, body parts and whatever. Method created by Paul Viola and Michael Jones

# Clone the project

git clone https://github.com/BieAnimaton/Image-Detection

# Install the dependencies

pip install opencv-python or install from IDE (PyCharm for example).

Use  "cascades" folder to set your cascade XML from detection. 

Use "pessoas" or "others" to select a image to start the detection.

# To start

python "video detection.py" 

   or

python [others .py files]

# The project messages will appear on console

```

## Features :hammer_and_wrench:

- Python 3.7

- OpenCV