Leafy Spurge Dataset: Real-world Weed Classification Within Aerial Drone Imagery

no code implementations • 2 May 2024 • Kyle Doherty, Max Gurinas, Erik Samsoe, Charles Casper, Beau Larkin, Philip Ramsey, Brandon Trabucco, Ruslan Salakhutdinov

We trained image classifiers on these data, and our best performing model, a pre-trained DINOv2 vision transformer, identified leafy spurge with 0. 84 accuracy (test set).

Effective Data Augmentation With Diffusion Models

1 code implementation • 7 Feb 2023 • Brandon Trabucco, Kyle Doherty, Max Gurinas, Ruslan Salakhutdinov

Data augmentation is one of the most prevalent tools in deep learning, underpinning many recent advances, including those from classification, generative models, and representation learning.

Data Augmentation Few-Shot Image Classification +1