airbus-ship-detection

Code for the Airbus Ship Detection on Kaggle, modified for the Machine Learning for Vision and Multimedia class at Politecnico di Torino, with a focus on Data Augmentation Techniques

• Used schedulerplotter

TODO

• Bayesian Data Augmentation
• Fourier Based Data Augmentation
• Gaussian Patch Data Augmentation
• Random Noise Data Augmentation
• Geometric Transformations

Targets

The target (ground-truths) are a list of dictionaries, containing three fields

"boxes": tensor([], dtype=torch.float64),
"label": tensor([], dtype=torch.int64),
"image_id": str

Previously we used git lfs

This repository used git lfs for tracking large files, read more about it here

Instructions for Arch Linux

paru -Syu git-lfs
git lfs install