Update README.md

README.md

@@ -51,6 +51,27 @@ More information needed
 
 ## Training procedure
 
+# use this model
+```python
+from transformers import pipeline
+from PIL import Image
+import requests
+
+# Load the image classification pipeline with a specific model
+pipe = pipeline("image-classification", "ozair23/swin-tiny-patch4-window7-224-finetuned-plantdisease")
+
+# Load the image from a URL
+url = 'https://huggingface.co/nielsr/convnext-tiny-finetuned-eurostat/resolve/main/forest.png'
+image = Image.open(requests.get(url, stream=True).raw)
+
+# Classify the image
+results = pipe(image)
+
+# Display the results
+print("Predictions:")
+for result in results:
+    print(f"Label: {result['label']}, Score: {result['score']:.4f}")
+```
 ### Training hyperparameters
 
 The following hyperparameters were used during training: