Create README.md
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README.md
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## Code snippet to visualise the position of the box
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```python
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import matplotlib.image as img
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import matplotlib.pyplot as plt
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from datasets import load_dataset
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from matplotlib.patches import Rectangle
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# Load dataset
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ds_name = "HuggingFaceM4/FGVC-Aircraft"
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ds = load_dataset(ds_name, use_auth_token=True)
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# Extract information for the sample we want to show
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index = 300
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sample = ds["train"][index]
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box_coord = sample["bbox"]
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xmin = box_coord["xmin"]
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ymin = box_coord["ymin"]
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xmax = box_coord["xmax"]
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ymax = box_coord["ymax"]
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img_path = sample["image"].filename
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# Create plot
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# define Matplotlib figure and axis
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fig, ax = plt.subplots()
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# plot figure
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image = img.imread(img_path)
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ax.imshow(image)
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# add rectangle to plot
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ax.add_patch(
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Rectangle((xmin, ymin), xmax-xmin, ymax - ymin, fill=None)
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)
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# display plot
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plt.show()
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```
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