Related Objects of Interest: healthy, early blight, late blight, brown spot, leaf mold, spider mites, septoria, blast, rice blast, tungro
Top Blight Datasets and Models
The datasets below can be used to train fine-tuned models for blight 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 blight datasets below.
2120 images 8 classes
by RUTH
2902 images 11 classes
by Rice Dataset
840 images 6 classes
1145 images 20 classes
by MinorProject
3360 images 52 classes
by Plantvillage
603 images 4 classes
1158 images 3 classes
3060 images 3 classes
by Usman Khan
499 images 5 classes
1158 images 3 classes
4580 images 16 classes
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
4515 images 7 classes
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)
by Tanvir
200 images 5 classes
646 images 9 classes
Disease: BACTERIAL LEAF BLIGHT Nutrient Deficiency: CALCIUM Ca NITROGEN (N) POTASSIUM (K) MAGNESIUM (Mg) Disease: BROWN SPOT Nutrient Deficiency: NITROGEN (N) POTASSIUM (K) Disease: HISPA Nutrient Deficiency: CALCIUM Ca NITROGEN (N) POTASSIUM (K) PHOSPHOROUS and MICRONUTIRIENTS Disease: LEAF BLIGHT Nutrient Deficiency: CALCIUM Ca NITROGEN (N) POTASSIUM (K) MAGNESIUM (Mg) Disease: LEAF SCALD Nutrient Deficiency: CALCIUM Ca NITROGEN (N) POTASSIUM (K) PHOSPHOROUS and MICRONUTIRIENTS Disease: LEAF SMUT Nutrient Deficiency: NO SPECIFIC NUTRIENT THAT DIRECTLY PREVENTS THIS MAINTAINING OVERALL PLANT HEALTH THROUGH PROPER NUTRITION Disease:-LEAF-BLAST-Nutrient-Deficiency: NO SPECIFIC NUTRIENT THAT DIRECTLY PREVENTS THIS MAINTAINING OVERALL PLANT HEALTH THROUGH PROPER NUTRITION Disease:-LEAF-SCALD-Nutrient-Deficiency:-A-BALANCED-SUPPLY-OF-NITROGEN Disease:-NARROW-BROWN-SPOT-Nutrient-Deficiency: A BALANCED SUPPLY OF NITROGEN, POTASSIUM (K) PHOSPHORUS (P) AND MICRONUTRIENTS