Instructions to use ibm-nasa-geospatial/Prithvi-EO-1.0-100M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ibm-nasa-geospatial/Prithvi-EO-1.0-100M with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("ibm-nasa-geospatial/Prithvi-EO-1.0-100M", dtype="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architecture": "prithvi_eo_v1_100", | |
| "num_features": 768, | |
| "pretrained_cfg": { | |
| "img_size": 224, | |
| "patch_size": [1, 16, 16], | |
| "num_frames": 3, | |
| "in_chans": 6, | |
| "embed_dim": 768, | |
| "depth": 12, | |
| "num_heads": 12, | |
| "decoder_embed_dim": 512, | |
| "decoder_depth": 8, | |
| "decoder_num_heads": 16, | |
| "mlp_ratio": 4, | |
| "mask_ratio": 0.75, | |
| "bands": ["B02", "B03", "B04", "B05", "B06", "B07"], | |
| "mean": [ | |
| 775.2290211032589, | |
| 1080.992780391705, | |
| 1228.5855250417867, | |
| 2497.2022620507532, | |
| 2204.2139147975554, | |
| 1610.8324823273745 | |
| ], | |
| "std": [ | |
| 1281.526139861424, | |
| 1270.0297974547493, | |
| 1399.4802505642526, | |
| 1368.3446143747644, | |
| 1291.6764008585435, | |
| 1154.505683480695 | |
| ], | |
| "origin_url": "https://huggingface.co/ibm-nasa-geospatial/Prithvi-EO-1.0-100M", | |
| "paper_ids": "arXiv:2310.18660" | |
| } | |
| } |