Update README.md

README.md

@@ -45,8 +45,77 @@ import pandas as pd
 import logging
 
 try:
-    with opendatasets
+    with open('/content/datasets/cinamonai/labels.json', 'r') as file:
+        labels = json.load(file)
+    df_1 = pd.DataFrame(list(labels.items()), columns=['file_name', 'label'])
+except Exception as e:
+    logging.error(f"Lỗi khi tải nhãn: {e}")
 
+df_1['file_name'] = df_1['file_name'].apply(lambda x: f'/content/datasets/cinamonai/data/{x}.jpeg')
+
+df_1.head()
+```
+
+### Đọc Dữ Liệu từ `labels.json` (VNonDB)
+
+```python
+import json
+import pandas as pd
+import logging
+
+try:
+    with open('/content/datasets/vnondb/labels.json', 'r') as file:
+        labels = json.load(file)
+    df_2 = pd.DataFrame(list(labels.items()), columns=['file_name', 'label'])
+except Exception as e:
+    logging.error(f"Lỗi khi tải nhãn: {e}")
+
+df_2['file_name'] = df_2['file_name'].apply(lambda x: f'/content/datasets/vnondb/outputs_image/{x}.jpeg')
+
+df_2.head()
+```
+
+## Hiển Thị Ảnh và Nhãn
+
+### Hiển Thị Ảnh từ `df_1`
+
+```python
+import pandas as pd
+import random
+from PIL import Image
+import matplotlib.pyplot as plt
+
+random_row = df_1.sample(n=1).iloc[0]
+file_path = random_row['file_name']
+image = Image.open(file_path).convert('RGB')
+plt.figure(figsize=(20, 10))
+plt.imshow(image)
+plt.axis('off')
+plt.show()
+
+print(f"Labeled as: {random_row['label']}")
+```
+
+### Hiển Thị Ảnh từ `df_2`
+
+```python
+import pandas as pd
+import random
+from PIL import Image
+import matplotlib.pyplot as plt
+
+random_row = df_2.sample(n=1).iloc[0]
+file_path = random_row['file_name']
+image = Image.open(file_path).convert('RGB')
+plt.figure(figsize=(20, 10))
+plt.imshow(image)
+plt.axis('off')
+plt.show()
+
+print(f"Labeled as: {random_row['label']}")
+```
+## Kết hợp 2 DatasetDataset
+```
 df = pd.concat([df_1, df_2], ignore_index=True)
 df.head()
 ```