• Improves the overall yield of sugar and fiber.
• Reduces economic losses by preventing cane rot.
• Helps manage pests like borers and aphids.
• Enables targeted treatment for red rot.
• Supports sustainable practices for soil health.
• Protects biodiversity in sugarcane-growing ecosystems.", + "Prevention": "• Inspect plants regularly for symptoms of red rot and smut.
• Practice rotation with non-host crops like legumes to reduce disease buildup.
• Maintain sanitation of tools and harvesting equipment to prevent disease spread.
• Use disease-resistant varieties like Co-0238.
• Ensure proper drainage to avoid waterlogging that can lead to root rot.
• Apply fertilizers like nitrogen and potassium at the right intervals to promote healthy growth.
• Implement integrated pest management strategies to control pests like top shoot borers." + } + }, + { + "id": 2, + "name": "Apple", + "questions": { + "Necessity": "• Early detection helps prevent apple scab and fire blight.
• Improves the overall quality and size of apples.
• Reduces economic losses caused by storage diseases.
• Helps manage pests like codling moths and aphids.
• Enables targeted treatment for powdery mildew and rust.
• Supports organic and sustainable apple farming.
• Protects pollinator species essential for apple orchards.", + "Prevention": "• Regularly inspect trees for signs of apple scab, fire blight, and fruit rot.
• Implement crop rotation with non-fruit-bearing plants to reduce disease buildup.
• Prune and sanitize tools to prevent the spread of diseases like fire blight.
• Select disease-resistant varieties such as Liberty or Enterprise.
• Ensure optimal irrigation without waterlogging to prevent root rot.
• Apply fertilizers like phosphorus and potassium for balanced tree nutrition.
• Implement pest management strategies to control codling moth infestations." + } + }, + { + "id": 3, + "name": "Blueberry", + "questions": { + "Necessity": "• Early detection helps prevent mummy berry and botrytis blight.
• Improves the overall yield and sweetness of blueberries.
• Reduces economic losses from fungal infections and bird damage.
• Helps manage pests like spotted wing drosophila.
• Enables targeted control for powdery mildew and anthracnose.
• Supports organic and low-impact farming methods.
• Preserves beneficial insects in blueberry ecosystems.", + "Prevention": "• Regularly inspect plants for signs of mummy berry and anthracnose.
• Practice crop rotation and avoid planting blueberries in areas with high disease pressure.
• Sanitize pruning shears and tools to avoid spreading diseases like botrytis blight.
• Choose disease-resistant varieties like 'Duke' or 'Bluecrop'.
• Ensure proper irrigation without water stagnation to avoid root diseases.
• Use organic fertilizers and apply mulch to maintain soil moisture.
• Implement integrated pest management for controlling pests like blueberry maggots." + } + }, + { + "id": 4, + "name": "Cherry", + "questions": { + "Necessity": "• Early detection helps prevent brown rot and bacterial canker.
• Improves the overall quality of cherries and prevents fruit cracking.
• Reduces economic losses caused by post-harvest diseases.
• Helps manage pests like cherry fruit flies and aphids.
• Enables targeted treatment for powdery mildew and leaf spot.
• Supports organic cherry production and sustainable practices.
• Maintains the biodiversity needed for pollination in orchards.", + "Prevention": "• Regularly inspect trees for signs of brown rot, bacterial canker, and powdery mildew.
• Rotate crops with non-fruit-bearing plants to reduce disease buildup.
• Sanitize tools to prevent the spread of fungal infections.
• Plant disease-resistant varieties like 'Lapins' or 'Stella'.
• Ensure proper irrigation and avoid over-watering, which can lead to root rot.
• Apply balanced fertilizers to support strong fruit and tree development.
• Implement pest control strategies for managing aphids and fruit flies." + } + }, + { + "id": 5, + "name": "Corn", + "questions": { + "Necessity": "• Early detection prevents smut, rust, and stalk rot.
• Improves the overall yield and quality of corn kernels.
• Reduces economic losses from pests like armyworms.
• Helps manage pests like corn earworms and rootworm beetles.
• Enables targeted treatment for diseases like northern corn leaf blight.
• Supports sustainable corn farming and biodiversity in fields.
• Protects soil health through reduced pesticide use.", + "Prevention": "• Regularly inspect fields for signs of smut, rust, and stalk rot.
• Practice crop rotation with legumes or grasses to reduce disease pressure.
• Sanitize tools and machinery to prevent the spread of diseases.
• Choose disease-resistant hybrids like 'Pioneer P1184'.
• Ensure proper irrigation and drainage to avoid waterlogged soils.
• Apply fertilizers like nitrogen at optimal growth stages for strong plant development.
• Implement integrated pest management for controlling armyworms and earworms." + } + }, + { + "id": 6, + "name": "Grape", + "questions": { + "Necessity": "• Early detection helps prevent downy mildew and powdery mildew.
• Improves the overall yield and quality of grape clusters.
• Reduces economic losses caused by fungal diseases and pests.
• Helps manage pests like grape berry moth and mealybugs.
• Enables targeted treatment for black rot and leaf spot.
• Supports sustainable vineyard management practices.
• Protects beneficial organisms in the vineyard ecosystem.", + "Prevention": "• Regularly inspect grapevines for signs of mildew and black rot.
• Practice crop rotation and avoid replanting in disease-prone areas.
• Sanitize tools to prevent the spread of fungal infections.
• Choose disease-resistant varieties like 'Chardonnay' or 'Cabernet Sauvignon'.
• Ensure proper watering and drainage to avoid excessive moisture that leads to fungal growth.
• Apply organic fertilizers to support healthy vine growth.
• Implement integrated pest management to control grape berry moth and other pests." + } + }, + { + "id": 7, + "name": "Orange", + "questions": { + "Necessity": "• Early detection prevents citrus greening and black spot.
• Improves the overall quality and sweetness of oranges.
• Reduces economic losses caused by fungal diseases and pests.
• Helps manage pests like citrus leaf miners and aphids.
• Enables targeted treatment for root rot and sooty mold.
• Supports organic citrus farming and sustainable practices.
• Preserves biodiversity in orange groves, supporting pollinator species.", + "Prevention": "• Regularly inspect trees for signs of citrus greening and root rot.
• Practice crop rotation with non-citrus crops to reduce disease buildup.
• Sanitize pruning tools to avoid spreading infections.
• Plant disease-resistant varieties like 'Washington Navel'.
• Ensure proper watering and drainage to avoid root diseases.
• Apply organic or balanced fertilizers to maintain healthy fruit production.
• Implement pest management to control leaf miners and aphids." + } + }, + { + "id": 8, + "name": "Peach", + "questions": { + "Necessity": "• Early detection helps prevent peach leaf curl and brown rot.
• Improves the overall quality and yield of peaches.• Reduces economic losses from post-harvest diseases.
• Helps manage pests like peach tree borers and aphids.
• Enables targeted treatment for shot hole disease and powdery mildew.
• Supports sustainable farming methods for peach orchards.
• Protects beneficial insects and biodiversity in the ecosystem.", + "Prevention": "• Regularly inspect trees for signs of leaf curl, brown rot, and shot hole disease." + } + } + + + ]; + const handleFileChange = (event) => { const file = event.target.files[0]; setSelectedFile(file); @@ -22,6 +95,7 @@ const AIEngine = () => { } }; + const handleSubmit = async (event) => { event.preventDefault(); if (!selectedFile) { @@ -32,16 +106,24 @@ const AIEngine = () => { setIsLoading(true); const formData = new FormData(); formData.append('image', selectedFile); - + let backendAPI = "" + if (id == 1){ + backendAPI = "http://127.0.0.1:5000/submit_sugarcane" + console.log("1 here") + } + else{ + backendAPI = "https://disease-prediction-api-2.onrender.com/submit" + } try { - const response = await fetch('https://disease-prediction-api-2.onrender.com/submit', { + const response = await fetch(backendAPI, { method: 'POST', body: formData, }); if (response.ok) { const result = await response.json(); - navigate('/submit', { state: { result } }); + console.log(result) + navigate('/submit', { state: { result,id } }); } else { throw new Error('File upload failed'); } @@ -56,19 +138,25 @@ const AIEngine = () => { return (
-
🍀AI Engine🍀
-Let AI Engine Help You To Detect Disease
+🍀{cropDetail[index].name} Disease Prediction Engine🍀
Why is it necessary to detect disease in plants?
-- Plant diseases affect the growth of their respective species... +
+
+
+ {!previewUrl && (
)}
+
- )}
+
-
-
-