Deep Learning Project

Deep Learning project for text sentiment analysis, audio and image classifications.

Tech Stack

• Deep learning project using Flask v3.1.0
• Web project using Next.js v14.2.17
• Python v3.12

Project Structure

• Python API is located at app.py
• Python models for prediction are located at /model directory
• API interaction for predictions and their forms are located at /app/_components directory

Installation

Create python venv

1. Create venv

cd deep_learning
python -m venv venv

2. Activate venv

venv/Scripts/activate

Make sure to activate venv inside deep_learning directory

Install Depedencies

1. Install root depedencies

npm install

2. Install web depedencies

cd web
npm install

3. Install deep_learning depedencies

cd deep_learning
venv/Scripts/activate  # activate venv
pip install -r requirements.txt

Make sure to activate venv before install the depedencies

Running Project

1. Run web project

npm run dev:next

2. Run deep_learning project

npm run dev:py

3. Run project concurrently

npm run dev

Make sure to activate venv before running deep_learning project