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roboflow_dataset_download_and_model_inference_quickstart.py
pythonDownload a computer vision dataset and run inference on a hosted model using th
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roboflow_dataset_download_and_model_inference_quickstart.py
1from roboflow import Roboflow
2
3# Initialize the Roboflow object with your API Key
4rf = Roboflow(api_key="YOUR_API_KEY")
5
6# Access your project and workspace
7project = rf.workspace("YOUR_WORKSPACE_ID").project("YOUR_PROJECT_ID")
8
9# Download a specific version of your dataset
10dataset = project.version(1).download("yolov8")
11
12# Load the model for inference
13model = project.version(1).model
14
15# Perform inference on a local image
16prediction = model.predict("your_image.jpg", confidence=40, overlap=30).json()
17
18# Print the results
19print(prediction)