KalobTaulien / image-detection

Create an Image Detection application from scratch in less than 20 lines of code

Create an Image Detection App from Scratch

In just 20 lines of code you can create an image detection application. It's that easy, seriously.

Demo

Get the course on Skillshare

Currently this course is ONLY available on Skillshare at https://www.skillshare.com/classes/Create-an-Image-Detection-App-from-Scratch-using-Machine-Learning/2083501919/

Installation

Want to use this exact code? Go for it! Just make sure you have Python 3.7 or newer installed.

git clone https://github.com/KalobTaulien/image-detection
cd image-detection
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
python detection.py  # May need editing to swap out the image

Then download this .h5 file from the ImageAI repo and move it into your image-detection folder.

The code source

The source code for the packge that performs all the magic behind the scenes can be found at https://github.com/OlafenwaMoses/ImageAI

And the ImageAI docs can be found at https://imageai.readthedocs.io/en/latest/