HackYeah 2024 - Go [BreakWordTraps] FinTax

App developed to assist in detecting issues with public performances and speeches. After uploading an .mp4 video file, the app will analyze the speech and provide a feedback on the quality of the speech, as well as the potential issues.

Software stack consists of a Flask backend connected to a custom job scheduler (app/job_manager) running media procesing pipelines concurently. All analysis modules placed in the app/modules submodule and are designed in an modular fashion. Pipeline description is located at job.yaml. In future the job manager component processing throughput could be improved by spinning more instances. The frontend is based on React framework allowing end user to interact with analyzed data. . Developed during the HackYeah 2024 hackathon.

Setup

Repo setup:

git clone https://github.com/spejsiaczki/hy_app.git
cd hy_app
git submodule update --init --recursive

Python dependencies:

python -m venv .venv
source .venv/bin/activate
pip install -r app/modules/requirements.txt

Build the app:

cd web
npm install
npm run build
cd ..

Start the app:

cd app
flask run

Additionaly a Docker container recipe is provided, app by default will listen the 5000 port.