Dataset available: https://www.kaggle.com/ugocupcic/grasping-dataset?select=shadow_robot_dataset.csv
Download and extract archive from Kaggle
Put shadow_robot_dataset.csv
in data/ folder (or anywhere and supply the correct path to -i
)
To run with existing fine-tuned models: python src/app.py -i data/shadow_robot_dataset.csv -m tuned_models.pkl
To perform new grid search and run with new models python src/app.py -i data/shadow_robot_dataset.csv -m <name>
WARNING: Grid search may take a very long time.