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Related Objects of Interest: healthy , scar , intact , stem , viral disease , calyx , bacterial disease , germinated , plant-disease , bacterial blight
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
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
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
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
4.5k 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
2.2k images 8 classes 2 models
1.1k images 10 classes 1 model
3.7k images 6 classes 5 models
67 images 4 classes 3 models
420 images 4 classes 1 model