This project provides an interactive Streamlit-based web application for the Ghost Hunter ML pipeline.
- Python 3.8+
- Install dependencies:
pip install -r requirements.txtTo start the web app, run:
streamlit run ghost_hunter.pyThis will launch the Ghost Hunter ML Pipeline interface in your browser.
- Setup & Configuration: Enter project details and parameters.
- DM4 to PNG Conversion: Convert DM4 files to PNG format.
- Average Boxing: Preprocess images using average boxing.
- Data Labelling: Label your data interactively.
- Model Training: Train your ML model.
- Inference & Results: Generate and view results.
- If you encounter import errors, ensure you have installed all dependencies from
requirements.txt. - For GPU acceleration, ensure CUDA is available and compatible with your PyTorch installation.