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Top Disease Datasets and Models
The datasets below can be used to train fine-tuned models for disease detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.
At the bottom of this page, we have guides on how to train a model using the disease datasets below.
1.4k images 5 classes
1.5k images 5 classes 1 model
76 images 2 classes 1 model
135 images 4 classes 4 models
1.9k images 5 classes 2 models
1.3k images 3 classes 2 models
609 images 6 classes 3 models
8.1k images 24 classes 1 model
Chili___Anthracnose_fruit Chili___Bacterial_leaf_spot Chili___Healthy_fruit Chili___Healthy_leaf Chili___Mosaic_virus_leaf Eggplant___Cercospora_leaf_spot Eggplant___Colorado_potato_beetle Eggplant___Fruit_rot Eggplant___Healthy_fruit Eggplant___Healthy_leaf Potato___Alternaria_solani_leaf Potato___Common_scab_fruit Potato___Healthy_fruit Potato___Healthy_leaf Potato___Phytopthora_infestans_leaf Tomato___Antrhacnose_fruit Tomato___Bacterial_spot_leaf Tomato___Early_blight_leaf Tomato___Healthy_fruit Tomato___Healthy_leaf
302 images 3 classes 1 model
3.3k images 5 classes 2 models
3.4k images 11 classes 2 models
1k images 23 classes
Acne Alopecia Atopic Dermatitis Atopic Dernatitis Chicken Skin Eczema Hansen-s Disease-Leprosy Hansen-s Disease-Leprosy- severe Healthy Skin Healthy skin Leprosy Lumps / Connective tissue diseases Melanocytic lesions Melasma Onychomycosis / Nail Fungus Psoriasis Psoriasis / Papulosquamous disorders Ringworm Urticaria Hives Vasculitis
603 images 35 classes 1 model
banana_anthracnose banana_black sigatoka banana_bunchy top virus banana_healthy banana_moko disease banana_panama disease banana_streak disease mango_anthracnose mango_bacterial black spot mango_healthy mango_malformation mango_powdery mildew mango_red rust rice_bacterial leaf blight rice_brown spot rice_healthy rice_leaf blast rice_leaf scald rice_narrow brown sorghum leaf_healthy
6.6k images 28 classes 1 model
Acute Allergic Contact Dermatitis Alopecia Bacterial Skin Infections Bullous Disease Chronic Cutaneous Eruptions Eczema Herpes-simplex-virus Lumps - Connective tissue diseases Melanocytic lesions Melasma Non-Melanoma Skin Cancer Onychomycosis - Nail Fungus Psoriasis Psoriasis / Papulosquamous Disorders Ringworm Scabies Lyme - Parasistic Infections Scabies Lyme / Parasistic Infections Seborrheic Keratoses
656 images 77 classes 3 models
abrasions-ulcerations-and-physical-injuries abscess acne-cystic acquired-digital-fibrokeratoma acral-melanotic-macule acrochordon actinic-keratosis angioleiomyoma angioma arteriovenous-hemangioma atypical-spindle-cell-nevus-of-reed basal-cell-carcinoma basal-cell-carcinoma-nodular basal-cell-carcinoma-superficial benign-keratosis blastic-plasmacytoid-dendritic-cell-neoplasm blue-nevus cellular-neurothekeoma chondroid-syringoma clear-cell-acanthoma
802 images 5 classes 1 model
2.9k images 20 classes 3 models
Corn Common Rust Corn Gray Leaf Spot Corn Healthy Corn Northern Leaf Blight Leaf-Disease Tomato Bacterial Spot Tomato Early Blight Tomato Late Blight Tomato Leaf Mold Tomato Yellow Curl Virus Wheat Brown Rust Wheat Yellow Rust potato early blight potato healthy potato late blight rice brown spot rice healthy rice leaf blast tomato healthy wheat healthy
2.5k images 20 classes
Black Thrips-Leaf Choaneohora cucurbitarum Collectotrichum spp Curling leaf Damping off(Holotrichea spp) Healthy leaf Leveillula-taurica-Leaf Mozaik leaf Pest-(Asphondylia capsici) Pest-(Helicoverpa armigera) Pest-(Myzus persicae) Pest-(Phenacoccus solenopsis) Pest-(Spodoptera exigua) Pest-(Spodoptera litura) Pest-Red mites Pest-White fly(Bemesia tabaci) Pest-black thrips Red Mites-Leaf Thrips-Leafdisease White fly-Leaf disease
696 images 2 classes 1 model
2.9k images 11 classes 2 models
1.1k images 20 classes 1 model
628 images 5 classes 4 models
606 images 7 classes 2 models
4.6k images 16 classes 3 models
BACTERIAL LEAF BLIGHT BROWN SPOT DEFICIENCY: MAGNESIUM DEFICIENCY: NITROGEN DEFICIENCY: NITROGEN MANGANESE POTASSIUM MAGNESIUM and ZINC DEFICIENCY: POTASSIUM DISEASE: Narrow Brown Spot NUTRIENT DEFFICIENT: Nitrogen (N), Potassium (K), Calcium (Ca), DISEASE: Bacterial Leaf Blight NUTRIENT DEFFICIENT: Silicon DISEASE: Hispa NUTRIENT DEFFICENCY: N/A ; Integrated pest management practices: DISEASE: Lead Scald NUTRIENT DEFFICIENT: Nitrogen (N), Potassium (K), Calcium (Ca), Sulfur (S) DISEASE: Leaf Smut NUTRIENT DEFFICIENT: N/A Proper field management practices to minimize the spread of the pathogen. HEALTHY HISPA ISEASE: Leaf Blast NUTRIENT DEFFICIENT: Silicon, Nitrogen (N), Potassium (K), Potassium (K), Calcium (Ca) LEAF-SMUT LEAFBLAST
4.5k images 7 classes 3 models
DISEASE: Narrow Brown Spot NUTRIENT DEFFICIENT: Nitrogen (N), Potassium (K), Calcium (Ca), DISEASE: Bacterial Leaf Blight NUTRIENT DEFFICIENT: Silicon DISEASE: Hispa NUTRIENT DEFFICENCY: N/A ; Integrated pest management practices: DISEASE: Lead Scald NUTRIENT DEFFICIENT: Nitrogen (N), Potassium (K), Calcium (Ca), Sulfur (S) DISEASE: Leaf Smut NUTRIENT DEFFICIENT: N/A Proper field management practices to minimize the spread of the pathogen. HEALTHY ISEASE: Leaf Blast NUTRIENT DEFFICIENT: Silicon, Nitrogen (N), Potassium (K), Potassium (K), Calcium (Ca)