checkHandWrittenDigits

Python-Flask server for analyse image with one hand written digit

To analyse images, I use tensorflow

Technologies

Server -> Python 3.8 with Flask 2.2.3

Model -> Tensorflow-macos 2.9

Model

dataset

I use the MNIST dataset

training

The model is train until it reached 0.99 accuracy

I use the adam algorithm for the optimizer and sparse_categorical_crossentropy for the loss

How to use

You can install dependencies with the following command :

pip install -r requirements{.linux | .macos}.txt

and run the server :

python server/app.py

Or you can use docker :

docker build -t image-name

docker run -p PORT:PORT image-name

routes

/analyseImage : take one image in the body and return the result : {"analyse": "result"}