Image Classification
Transformers
Safetensors
resnet
EO
SAR
sentinel-1
wind
ocean
earth-observation
remote-sensing
satellite-imagery
synthetic-aperture-radar
foundation-model
linear-probing
oceanography
marine-forecasting
open-source
ocean-wind
Instructions to use galeio-research/OceanSAR-1-wind with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use galeio-research/OceanSAR-1-wind with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="galeio-research/OceanSAR-1-wind") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# pip install -U transformers accelerate # Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("galeio-research/OceanSAR-1-wind") model = AutoModelForImageClassification.from_pretrained("galeio-research/OceanSAR-1-wind", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Update README.md
Browse files
README.md
CHANGED
|
@@ -24,6 +24,8 @@ tags:
|
|
| 24 |
|
| 25 |
# Model Card for OceanSAR-1-Wind
|
| 26 |
|
|
|
|
|
|
|
| 27 |
## Model Description
|
| 28 |
|
| 29 |
OceanSAR-1-Wind is a linear probing head for wind speed prediction built on top of the OceanSAR-1 foundation model. It leverages the powerful features extracted by OceanSAR-1 to accurately predict wind speed from Synthetic Aperture Radar (SAR) imagery.
|
|
|
|
| 24 |
|
| 25 |
# Model Card for OceanSAR-1-Wind
|
| 26 |
|
| 27 |
+
<img src="OceanSAR-1-logo.png" width=400>
|
| 28 |
+
|
| 29 |
## Model Description
|
| 30 |
|
| 31 |
OceanSAR-1-Wind is a linear probing head for wind speed prediction built on top of the OceanSAR-1 foundation model. It leverages the powerful features extracted by OceanSAR-1 to accurately predict wind speed from Synthetic Aperture Radar (SAR) imagery.
|