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Related Objects of Interest: healthy , scar , intact , stem , calyx , viral disease , plant-disease , bacterial blight , coccidiosis , powdery mildew
Top Disease Computer Vision Models
The models below have been fine-tuned for various disease detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own disease detection model.
At the bottom of this page, we have guides on how to count diseases in images and videos.
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
1.6k images 4 classes 1 model
609 images 6 classes 3 models
302 images 3 classes 1 model
3.3k images 5 classes 2 models
3.4k images 11 classes 2 models
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
1.6k images 4 classes 1 model
802 images 5 classes 1 model
6.2k images 128 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
605 images 1 class 2 models
696 images 2 classes 1 model
2.9k images 11 classes 2 models
7.2k images 29 classes 3 models
Rice_bacterial_Blight Rice_brown_spot Sugarcane-Healthy Sugarcane-Mosaic Sugarcane-Moscai Sugarcane-RedRot Sugarcane-Rust Sugarcane-yellow Wheat-Healthy Wheat-stripe-rust bellpepper_bacterialspot bellpepper_healthy plant-disease-identification potato_earlyblight potato_healthy potato_late_blight rice_healthy rice_tungro tomato_bacterial_spot tomato_early_blight
628 images 5 classes 4 models
1.1k images 20 classes 1 model
606 images 7 classes 2 models
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)
3.2k images 4 classes 1 model
500 images 6 classes 3 models
1.1k images 15 classes 4 models
Acne Acne and Rosacea Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions Atopic Dermatitis Bullous Disease Eczema Exanthems and Drug Eruptions Hair Loss Photos Alopecia and other Hair Diseases Light Diseases and Disorders of Pigmentation Lupus and other Connective Tissue disease Melanoma Skin Cancer Nevi and Moles Nail Fungus and other Nail Disease Poison Ivy Photos and other Contact Dermatitis Psoriasis pictures Lichen Planus and related diseases Scabies Lyme Disease and other Infestations and Bites
3k images 4 classes 1 model
2.2k images 8 classes 2 models
411 images 2 classes 2 models