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Top Field Datasets and Models
The datasets below can be used to train fine-tuned models for field 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 field datasets below.
1.5k images 7 classes 1 model
1.6k images 7 classes 3 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)
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
321 images 9 classes
537 images 5 classes 3 models
640 images 6 classes 5 models
640 images 6 classes 7 models
101 images 6 classes
252 images 9 classes 1 model
619 images 13 classes 2 models
848 images 5 classes 2 models
300 images 11 classes