Benchmarking foundation models in geospatial AI using TerraTorch and GEO-Bench.
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Speaker
Romeo
15
talks
AI Research Engineer
IBM Research Europe
Romeo is an AI Research Engineer at IBM Research Europe in Zurich interested in understanding neural representations in artificial and biological neural networks.
Bio from: [AI Alliance] Hyper Parameter Optimization for Computer Vision using TerraTorch
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15 activities · Newest first
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