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Inferece#

This section covers how to perform inference using the focoos library. You can deploy models to the cloud for predictions, integrate with Gradio for interactive demos, or run inference locally.

🤖 Cloud Inference#

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from focoos import Focoos

focoos = Focoos(api_key=os.getenv("FOCOOS_API_KEY"))

model = focoos.get_remote_model("focoos_object365")
detections = model.infer("./image.jpg", threshold=0.4)

🤖 Cloud Inference with Gradio#

setup FOCOOS_API_KEY_GRADIO environment variable with your Focoos API key

pip install '.[gradio]'

python gradio/app.py

🤖 Local Inference#

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from focoos import Focoos

focoos = Focoos(api_key=os.getenv("FOCOOS_API_KEY"))

model = focoos.get_local_model("focoos_object365")

detections = model.infer("./image.jpg", threshold=0.4)