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