Current recognition covers 139 diseases on 43 crops

Understanding algorithm accuracy

Pests

Recognized diseases and pests (accuracy)

Leaf-miner flies (family), (90-100%)
Aphids (genus), (90-100%)
Mealybug (family), (75-90%)
Spider mite (family), (90-100%)
Thrips (order), (90-100%)
Whitefly, (90-100%)

Rice

Recognized diseases and pests (accuracy)

Rice blast, (<75%)
Brown spot disease, (75-90%)
areolate leaf spot, (90-100%)
Planthopper, Brown, (75-90%)
false smut, (90-100%)
bacterial blight of rice, (75-90%)

Soybean

Recognized diseases and pests (accuracy)

Frogeye leaf spot, (90-100%)
Anthracnose, (90-100%)
Target spot, (75-90%)
Pod and stem blight, (90-100%)
Sudden death syndrome, (90-100%)
Powdery mildew, (75-90%)
Downy mildew, (<75%)
Pesticide burn, (90-100%)
Rust, Asian soybean, (75-90%)
Cotton leafworm, (90-100%)
Sclerotinia, (90-100%)
Brown spot of soybean, (90-100%)

Bananas

Recognized diseases and pests (accuracy)

Black sigatoka, (90-100%)
cigar-end disease of banana, (75-90%)

Peanut

Recognized diseases and pests (accuracy)

Late or early leaf spot, (75-90%)

Melon

Recognized diseases and pests (accuracy)

Powdery Mildew, (90-100%)

Sorghum

Recognized diseases and pests (accuracy)

Stalk borer, Spotted, (75-90%)
Violet stem borer, (<75%)

Cotton

Recognized diseases and pests (accuracy)

Cotton jassid, Indian, (90-100%)
Grey mildew, (90-100%)
iron deficiency, (75-90%)

Tomato

Recognized diseases and pests (accuracy)

Powdery mildew, (90-100%)
Leafminer, Tomato-, (90-100%)
Helicoverpa species, (<75%)
Tomato spotted wilt virus, (75-90%)
Tomato yellow leaf curl virus, (90-100%)
calcium deficiency, (<75%)
iron deficiency, (90-100%)
potassium deficiency, (90-100%)
magnesium deficiency, (90-100%)
nitrogen deficiency, (90-100%)
phosphorus deficiency, (90-100%)

Cabbage

Recognized diseases and pests (accuracy)

Alternaria leaf spot, (75-90%)
Cabbage moth, (75-90%)

Apples

Recognized diseases and pests (accuracy)

Aphid, Woolly apple, (90-100%)
Bull's-eye rot, (90-100%)

Citrus

Recognized diseases and pests (accuracy)

Citrus scab, (75-90%)
Leafminer, Citrus, (75-90%)
Citrus Canker, (75-90%)

Potato

Recognized diseases and pests (accuracy)

Early blight, (90-100%)
Late blight, (90-100%)
Silver scurf, (90-100%)
Black scurf, (90-100%)
Powdery scab, (75-90%)

Cucumber

Recognized diseases and pests (accuracy)

Powdery Mildew, (90-100%)
Downy mildew, (90-100%)
potassium deficiency, (90-100%)
Assam thrips, (90-100%)

Beans

Recognized diseases and pests (accuracy)

Bean common mosaic virus, (90-100%)

Pepper

Recognized diseases and pests (accuracy)

Powdery mildew, (90-100%)
Blight, (75-90%)
Sooty mold, (75-90%)
Assam thrips, (<75%)

Courgette

Recognized diseases and pests (accuracy)

Powdery Mildew, (90-100%)

Pumpkin

Recognized diseases and pests (accuracy)

Powdery Mildew, (75-90%)

Grape

Recognized diseases and pests (accuracy)

Erineum mite, Grape, (90-100%)
Downy mildew, (90-100%)

Mango

Recognized diseases and pests (accuracy)

Algal leaf spot, (90-100%)
Gall fly, Mango, (90-100%)
Sooty mold, (75-90%)

Papaya

Recognized diseases and pests (accuracy)

Black spot disease, (75-90%)

Gram

Recognized diseases and pests (accuracy)

Powdery Mildew, (90-100%)
Mungbean yellow mosaic virus , (75-90%)
Urd bean leaf crinke virus, (75-90%)

Millet

Recognized diseases and pests (accuracy)

Millet head miner moth, (90-100%)
Rice blast, (75-90%)

Peach and nectarine

Recognized diseases and pests (accuracy)

Leaf blister, (90-100%)

Apricot

Recognized diseases and pests (accuracy)

Shothole disease, (90-100%)

Cherry

Recognized diseases and pests (accuracy)

Shothole disease, (90-100%)

Chard

Recognized diseases and pests (accuracy)

Powdery Mildew, (90-100%)

Currants

Recognized diseases and pests (accuracy)

Aphid, Redcurrant, (90-100%)

Wheat

Recognized diseases and pests (accuracy)

Brown rust, (75-90%)
Yellow rust, (75-90%)
Tan spot (DTR), (<75%)
Septoria leaf blotch, (<75%)
Cereal leaf beetle, (75-90%)
Powdery mildew, (75-90%)
Snow mould, (90-100%)
Eyespot, (90-100%)
Fusarium head blight, (90-100%)

Barley

Recognized diseases and pests (accuracy)

Physiological leaf spot, (90-100%)
Pollen necrosis, (90-100%)
Brown rust, (<75%)
leaf blotch of cereals, (<75%)

Rye

Recognized diseases and pests (accuracy)

Brown rust, (90-100%)

Maize

Recognized diseases and pests (accuracy)

Common rust, (<75%)
Corn grey leaf spot, (75-90%)
Brown rust, (90-100%)
Ear and stalk rot, (<75%)
Goss's Wilt, (90-100%)
Commun smut of maize, (90-100%)
iron deficiency, (90-100%)
Nitrogen deficiency, (90-100%)
phosphorus deficiency, (90-100%)

Plum and sloe

Recognized diseases and pests (accuracy)

Silver leaf, (90-100%)

Strawberry

Recognized diseases and pests (accuracy)

Angular leaf spot, (90-100%)

Pear

Recognized diseases and pests (accuracy)

Rust, Pear, (90-100%)
Pear scab, (90-100%)

Rapeseed

Recognized diseases and pests (accuracy)

Overfertilisation, (90-100%)
Black leg, (90-100%)
Pollen beetle, (90-100%)
Sclerotinia, (90-100%)

Sugar beet

Recognized diseases and pests (accuracy)

Ramularia leaf spot, (90-100%)

Rose

Recognized diseases and pests (accuracy)

Rose black spot diseases, (90-100%)

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