Update README.md

README.md

@@ -99,27 +99,44 @@ from PIL import Image
 import matplotlib.pyplot as plt
 import matplotlib.patches as patches
 from io import BytesIO
+from datasets import load_dataset
 
-# Hugging Face image base path
-BASE_URL = "https://huggingface.co/datasets/etri/ForestPersons/resolve/main/"
-
-# Load sample
+# Load the dataset from Hugging Face
+dataset = load_dataset("etri/ForestPersons", split="validation")
 sample = dataset[0]
+
+# Image URL
+BASE_URL = "https://huggingface.co/datasets/etri/ForestPersons/resolve/main/"
 image_url = BASE_URL + sample["file_name"]
 
-# Load image
-image = Image.open(BytesIO(requests.get(image_url).content))
+# Load the image, Please wait about 30 seconds....
+response = requests.get(image_url)
+if response.status_code == 200:
+    image = Image.open(BytesIO(response.content))
+
+    # Draw image and bounding box
+    fig, ax = plt.subplots()
+    ax.imshow(image)
+
+    # Bounding box coordinates
+    x = sample["bbox_x"]
+    y = sample["bbox_y"]
+    w = sample["bbox_w"]
+    h = sample["bbox_h"]
+
+    # Draw bounding box
+    rect = patches.Rectangle((x, y), w, h, linewidth=2, edgecolor='red', facecolor='none')
+    ax.add_patch(rect)
+
+    # Draw label above the bounding box
+    label = sample["category_name"]
+    ax.text(x, y - 5, label, fontsize=10, color='white', backgroundcolor='red', verticalalignment='bottom')
 
-# Draw image + bounding box
-fig, ax = plt.subplots()
-ax.imshow(image)
-x, y, w, h = sample["bbox_x"], sample["bbox_y"], sample["bbox_w"], sample["bbox_h"]
-rect = patches.Rectangle((x, y), w, h, linewidth=2, edgecolor='red', facecolor='none')
-ax.add_patch(rect)
-plt.title(f"{sample['file_name']} | {sample['category_name']}")
-plt.axis("off")
-plt.show()
+    plt.axis("off")
+    plt.show()
 
+else:
+    print(f"Failed to load image: {image_url}")
 ```
 
 ## License