Food-Freshness-Detection

A simple Flask API to detect freshness in fruits. The CNN has been trained using fresh and stale images of the follwing items :

Fruits
Banana
Lemon
Lulo
Mango
Orange
Strawberry
Tamarillo
Tomato

The dependencies are specified in requirements.txt

Steps for running the project

1. Build the docker: docker build . -t freshness:1.0
2. Running the container : docker run -it --net=host -v /path_to_images_folder:/usr/src/app/data --name fresh -d freshness:1.0

Request body:

{
    "docpath" : "/usr/src/app/data/your_image_name.jpg"
}

To send the API request the url is:

http://0.0.0.0:8046/myapi/fruit-freshness-detection/