/Object_Detection

A flask restful API to detect objects in an image.

Primary LanguageHTMLMIT LicenseMIT

Object Detection with ImageAI

A minimalistic web application using Flask and ImageAI to detect objects in an image.

How to use?

  1. Clone this repository:
git clone https://github.com/sagnikjena/Object_Detection.git <your_folder>

  1. Create a python virtual environment and install the modules in requirements.txt

  2. Add a folder called model in the clone directory and download and save the resnet model file there from this link

  3. Run the app while the environment is active:

python obj_detect.py

Highlights from the app

Landing page:

Image uploaded:

Processing uploaded image:

Result page:

A big shoutout to Moses Olafenwa, John Olafenwa and the rest of the team at ImageAI for making our lives so much easier.