Update app.py

app.py

@@ -95,13 +95,44 @@ class_names = {
 
 # Example dictionary of "treatments" for some classes
 keras_treatments = {
-    'Apple___Apple_scab': "Remove fallen leaves, apply fungicides.",
-    'Apple___Black_rot': "Prune out dead branches; apply copper-based fungicide.",
-    'Corn___Common_rust': "Use resistant hybrids; apply fungicide if needed.",
-    'Corn___Cercospora_leaf_spot Gray_leaf_spot': "Rotate crops; use foliar fungicides.",
-    'Potato___Early_blight': "Use certified seeds; apply preventative fungicides.",
-    'Tomato___Target_Spot': "Use resistant varieties and mulches to reduce disease.",
-    # Fallback:
+    'Apple___Apple_scab': "Remove fallen leaves and prune infected branches. Apply fungicides containing captan or myclobutanil.",
+    'Apple___Black_rot': "Prune out dead branches. Spray copper-based fungicide during early fruit development.",
+    'Apple___Cedar_apple_rust': "Remove nearby juniper trees. Apply fungicides before bud break.",
+    'Apple___healthy': "No action required. The plant is healthy.",
+    'Blueberry___healthy': "No action required. The plant is healthy.",
+    'Cherry___Powdery_mildew': "Apply sulfur-based fungicide. Ensure good air circulation around the plant.",
+    'Cherry___healthy': "No action required. The plant is healthy.",
+    'Corn___Cercospora_leaf_spot Gray_leaf_spot': "Rotate crops to avoid build-up of pathogens. Use resistant hybrids and apply foliar fungicides.",
+    'Corn___Common_rust': "Plant rust-resistant hybrids. Apply fungicides at the first sign of rust.",
+    'Corn___Northern_Leaf_Blight': "Use resistant varieties and apply fungicides when lesions are observed.",
+    'Corn___healthy': "No action required. The plant is healthy.",
+    'Grape___Black_rot': "Remove and destroy infected leaves and fruits. Apply fungicides containing myclobutanil or captan.",
+    'Grape___Esca_(Black_Measles)': "Prune and destroy infected wood. Apply fungicides during the growing season.",
+    'Grape___Leaf_blight_(Isariopsis_Leaf_Spot)': "Maintain good air circulation. Spray protective fungicides like mancozeb.",
+    'Grape___healthy': "No action required. The plant is healthy.",
+    'Orange___Haunglongbing_(Citrus_greening)': "Remove and destroy infected trees. Control psyllid vectors with insecticides.",
+    'Peach___Bacterial_spot': "Apply copper-based bactericides. Use resistant varieties and avoid overhead irrigation.",
+    'Peach___healthy': "No action required. The plant is healthy.",
+    'Pepper,_bell___Bacterial_spot': "Apply copper-based sprays. Use certified seeds and avoid overhead irrigation.",
+    'Pepper,_bell___healthy': "No action required. The plant is healthy.",
+    'Potato___Early_blight': "Use certified seeds and apply preventative fungicides like chlorothalonil.",
+    'Potato___Late_blight': "Plant disease-free tubers and use fungicides containing metalaxyl.",
+    'Potato___healthy': "No action required. The plant is healthy.",
+    'Raspberry___healthy': "No action required. The plant is healthy.",
+    'Soybean___healthy': "No action required. The plant is healthy.",
+    'Squash___Powdery_mildew': "Use sulfur-based fungicides and ensure good ventilation.",
+    'Strawberry___Leaf_scorch': "Remove infected leaves. Apply fungicides containing myclobutanil.",
+    'Strawberry___healthy': "No action required. The plant is healthy.",
+    'Tomato___Bacterial_spot': "Apply copper-based sprays. Avoid overhead watering.",
+    'Tomato___Early_blight': "Prune infected leaves and apply fungicides containing chlorothalonil or mancozeb.",
+    'Tomato___Late_blight': "Remove infected plants. Apply fungicides containing chlorothalonil or metalaxyl.",
+    'Tomato___Leaf_Mold': "Ensure good ventilation and apply fungicides like mancozeb.",
+    'Tomato___Septoria_leaf_spot': "Remove infected leaves and apply fungicides containing chlorothalonil.",
+    'Tomato___Spider_mites Two-spotted_spider_mite': "Spray insecticidal soap or neem oil. Maintain humidity levels.",
+    'Tomato___Target_Spot': "Use resistant varieties. Apply fungicides containing chlorothalonil.",
+    'Tomato___Tomato_Yellow_Leaf_Curl_Virus': "Remove infected plants. Use resistant varieties and control whitefly vectors.",
+    'Tomato___Tomato_mosaic_virus': "Remove infected plants and disinfect tools. Use resistant seed varieties.",
+    'Tomato___healthy': "No action required. The plant is healthy.",
     'Unknown': "No specific treatment available."
 }