2 citations · 2 across the 3 of their papers we have counts for
3 papers
Multi-Label Plant Species Classification with Self-Supervised Vision Transformers
Murilo Gustineli, Anthony Miyaguchi, Ian Stalter
We present a transfer learning approach using a self-supervised Vision Transformer (DINOv2) for the PlantCLEF 2024 competition, focusing on the multi-label plant species classifica…
Transfer Learning with Pseudo Multi-Label Birdcall Classification for DS@GT BirdCLEF 2024
Anthony Miyaguchi, Adrian Cheung, Murilo Gustineli +1
We present working notes for the DS@GT team on transfer learning with pseudo multi-label birdcall classification for the BirdCLEF 2024 competition, focused on identifying Indian bi…
Transfer Learning with Self-Supervised Vision Transformers for Snake Identification
Anthony Miyaguchi, Murilo Gustineli, Austin Fischer +1
We present our approach for the SnakeCLEF 2024 competition to predict snake species from images. We explore and use Meta's DINOv2 vision transformer model for feature extraction to…