BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration

no code implementations • 22 Nov 2023 • Rupa Kurinchi-Vendhan, Drew Gray, Elijah Cole

Coral reefs are vital for marine biodiversity, coastal protection, and supporting human livelihoods globally.

Classification Decoder +5

WiSoSuper: Benchmarking Super-Resolution Methods on Wind and Solar Data

no code implementations • 17 Sep 2021 • Rupa Kurinchi-Vendhan, Björn Lütjens, Ritwik Gupta, Lucien Werner, Dava Newman

We provide a thorough and extensible benchmark of leading deep learning-based super-resolution techniques, including the enhanced super-resolution generative adversarial network (ESRGAN) and an enhanced deep super-resolution (EDSR) network, on wind and solar data.

Benchmarking BIG-bench Machine Learning +3