Create README.md

README.md

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