Related Objects of Interest: healthy, nitrogen deficiency, phosphorus deficiency, calcium deficiency, potassium deficiency, early blight, iron deficiency, magnesium deficiency, late blight, leaf mold
Top Deficiency Datasets and Models
The datasets below can be used to train fine-tuned models for deficiency 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 deficiency datasets below.
by Demo Code
2422 images 4 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
by PeanutCare
3069 images 6 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
by Sem7
126 images 8 classes
by Doctoria
496 images 9 classes
by pupm
386 images 5 classes
by AdeKUS
222 images 6 classes
by SPIDERVERSE
999 images 18 classes
by exelk
81 images 5 classes
by pupm
142 images 5 classes