| from PIL import Image, UnidentifiedImageError | |
| from transformers import ViTFeatureExtractor, ViTForImageClassification | |
| feature_extractor = ViTFeatureExtractor.from_pretrained('wambugu71/crop_leaf_diseases_vit') | |
| model = ViTForImageClassification.from_pretrained( | |
| 'wambugu1738/crop_leaf_diseases_vit', | |
| ignore_mismatched_sizes=True | |
| ) | |
| image = Image.open('<image_path>') | |
| inputs = feature_extractor(images=image, return_tensors="pt") | |
| outputs = model(**inputs) | |
| logits = outputs.logits | |
| predicted_class_idx = logits.argmax(-1).item() | |
| print("Predicted class:", model.config.id2label[predicted_class_idx]) | |