Object detection web application developed using Detectron2 pre-trained model

1. Create a new conda or virtual environment to run this project (recommended if you don't want to mess up with the libraries in existing environment)

2. Activate or switch to the environment and clone the repository

git clone https://github.com/veeruamma/Detectron2-Object-Detection.git

3. Install the required libraries using the following command

pip install -r requirements.txt 

4. Install the detectron2 manually by referring to following command (it's commented in requirements.txt)

pip install 'git+https://github.com/facebookresearch/detectron2.git'

5. After the successfull installation, run the file clientApp.py

python clientApp.py

6. Application starts running on localhost at port 5000 as shown below

7. The landing page can be viewed as

8. Obejct Detection Output