Instructions to use ibm-granite/granite-geospatial-biomass with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- TerraTorch
How to use ibm-granite/granite-geospatial-biomass with TerraTorch:
from terratorch.registry import BACKBONE_REGISTRY model = BACKBONE_REGISTRY.build("ibm-granite/granite-geospatial-biomass") - Notebooks
- Google Colab
- Kaggle
add colab notebook link
Browse files
README.md
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@@ -34,7 +34,9 @@ model = LightningInferenceModel.from_config(config_path, ckpt_path)
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inference_results, input_file_names = model.inference_on_dir(<input_directory>)
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```
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For more details, check out the [Getting Started Notebook](https://github.com/ibm-granite/granite-geospatial-biomass/blob/main/notebooks/agb_getting_started.ipynb)
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1. Zero-shot for all biomes
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2. Zero-shot for a single biome
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open source software license and IBM is under no obligation to provide enhancements,
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updates, or support. IBM developers produced this code as an
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open source project (not as an IBM product), and IBM makes no assertions as to
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the level of quality nor security, and will not be maintaining this code going forward.
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inference_results, input_file_names = model.inference_on_dir(<input_directory>)
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```
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For more details, check out the [Getting Started Notebook](https://github.com/ibm-granite/granite-geospatial-biomass/blob/main/notebooks/agb_getting_started.ipynb) or [Getting Started Google Colab Notebook](https://githubtocolab.com/ibm-granite/granite-geospatial-biomass/blob/main/notebooks/agb_getting_started.ipynb). To run the Colab Notebook beyond the initial example inferences, a high RAM instance may be required.
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These notebooks guide the user through three experiments:
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1. Zero-shot for all biomes
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2. Zero-shot for a single biome
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open source software license and IBM is under no obligation to provide enhancements,
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updates, or support. IBM developers produced this code as an
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open source project (not as an IBM product), and IBM makes no assertions as to
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the level of quality nor security, and will not be maintaining this code going forward.
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