Benchmarking foundation models in geospatial AI using TerraTorch and GEO-Bench.
talk-data.com
Company
IBM Research Europe
Speakers
1
Activities
15
Speakers from IBM Research Europe
Talks & appearances
15 activities from IBM Research Europe speakers
Benchmarking foundation models
Benchmarking foundation models.
Finetuning and Inference.
Finetuning and Inference
Finetuning and inference workflows for geospatial foundation models using TerraTorch.
Hyperparameter optimization using TerraTorch Iterate with Optuna for NAS and HPO.
Hyperparameter Optimization with TerraTorch Iterate and Optuna.
Hyperparameter Optimization with TerraTorch Iterate using Optuna
Short recap on CUDA, PyTorch and Lightning.
A short recap on CUDA, PyTorch and Lightning.
A short recap on CUDA, Torch and Lightning, setting the stage for geospatial foundation models.
Discussion of geospatial computer vision foundation models.
An overview of geospatial computer vision foundation models and their role in research and practice.
What are (geospatial) computer vision foundation models