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deepforest-belem-retinanet
martibosch/deepforest-belem-retinanet
deepforest-belem-retinanet is a machine learning model from martibosch. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as gpl-3.0.
Fine-tuned weecology/deepforest-tree using 860 annotations on Belem, Brazil.
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At a glance
- License
- gpl-3.0
- Access
- Public
- Created
- Sep 12, 2025
- Updated
- Sep 12, 2025
- SHA
- 87676f07
Model card
From the Hugging Face model README
Fine-tuned deepforest-tree model in Belem, Brazil
Fine-tuned weecology/deepforest-tree using 860 annotations on Belem, Brazil.
Metrics
| Model | Precision | Recall | F1-score |
|---|---|---|---|
| Pre-trained | 0.28 | 0.17 | 0.21 |
| Fine-tuned | 0.83 | 0.76 | 0.80 |
Instructions to run
from deepforest import main, visualize
config_args = {
"model": {"name": "martibosch/deepforest-belem-retinanet"},
}
model = main.deepforest(config_args=config_args)
predictions = model.predict_image(path="path/to/image.jpeg")
visualize.plot_results(predictions)
- License
- gpl-3.0
- Created
- Sep 12, 2025
- Updated
- Sep 12, 2025