martibosch/deepforest-san-jose-guaviare-retinanet

Fine-tuned deepforest-tree model in San José Guaviare, Colombia

Fine-tuned weecology/deepforest-tree using 249 annotations on San José Guaviare, Colombia.

Metrics

Model	Precision	Recall	F1-score
Pre-trained	0.34	0.17	0.22
Fine-tuned	0.75	0.68	0.71

Instructions to run

from deepforest import main, visualize

config_args = {
    "model": {"name": "martibosch/deepforest-san-jose-guaviare-retinanet"},
}

model = main.deepforest(config_args=config_args)
predictions = model.predict_image(path="path/to/image.jpeg")
visualize.plot_results(predictions)