MLA API

The API for the MLA web application.

🔨 Usage

Before proceeding, please ensure that you have trained a .h5 IS model using the Jupyter Notebooks found in xyntechx/Manga-Layout-Analysis.

API

Clone the teamxynlab/MLA-API repository

git clone https://github.com/teamxynlab/MLA-API.git

CD into your local copy of teamxynlab/MLA-API
Create a Python virtual environment

python3 -m venv .venv

Activate the virtual environment

source .venv/bin/activate

Install the required packages

pip install -r requirements.txt

Add your own MLA IS model (named IS.h5) into the /models folder
Run the API

python3 main.py

Frontend

Clone the teamxynlab/MLA repository

git clone https://github.com/teamxynlab/MLA.git

CD into your local copy of teamxynlab/MLA
Install the npm packages

npm i

Run the web app

npm run dev

Navigate to http://localhost:5173/

🤖 Technologies

Flask
TensorFlow
Keras
OpenCV
Matplotlib
React
Vite