Object detection with Flask

Basic

This app was developed as a final project for a Deep Learning School. I chose the first scenario in which it was necessary to develop a web-demo application using a pretrained model. Model taken from PyTorch official source. The site was hosted on google cloud with the address http://objdetvarfa.ipq.co:5000/

How to run it?

Create a folder object-detection:

mkdir object-detection
cd object-detection

Git clone:

git clone https://github.com/Varfalamei/obj-det-flask.git ../object-detection/

Create venv:

sudo apt install python3.8-venv
python3 -m venv od_venv
source od_venv/bin/activate

Install requirements:

pip install -r requirements.txt

run application:

python3 app.py

Examples

Input photo Output photo