Skip to content

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

Notifications You must be signed in to change notification settings

BieAnimaton/Image-Detection

Repository files navigation

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

faith connors

car 1

face and eyes detection

face and eyes detection 2

How Install 📑

# 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 🛠️

  • Python 3.7
  • OpenCV

About

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

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages