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Related Objects of Interest: healthy , thrips , rice gall midge , yellow rice borer , ampelophaga , aphids , asiatic rice borer , brown plant hopper , cicadellidae , grub
Top Pest Computer Vision Models
The models below have been fine-tuned for various pest 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 pest detection model.
At the bottom of this page, we have guides on how to count pests in images and videos.
1.1k images 5 classes 2 models
1.5k images 5 classes 1 model
696 images 2 classes 1 model
9.6k images 102 classes 1 model
Adristyrannus Aleurocanthus-spiniferus Ampelophaga Aphis-citricola-Vander-Goot Apolygus lucorum Bactrocera-tsuneonis Beet spot flies Brevipoalpus lewisi McGregor Ceroplastes-rubens Chlumetia-transversa Chrysomphalus-aonidum Cicadella viridis Cicadellidae Colomerus vitis Dacus-dorsalis(Hendel) Dasineura-sp Deporaus-marginatus-Pascoe Erythroneura-apicalis Icerya-purchasi-Maskell Lawana-imitata-Melichar
837 images 8 classes 3 models
235 images 400 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)
251 images 3 classes 1 model
1.8k images 7 classes 2 models
138 images 8 classes 2 models
85 images 9 classes 1 model
561 images 9 classes 1 model
659 images 23 classes 1 model
3.8k images 96 classes 1 model
Adristyrannus Aleurocanthus-spiniferus Ampelophaga Aphis-citricola-VanderGoot Apolygus-lucorum Bactrocera-tsuneonis Beet-spot-flies Ceroplastes-rubens Chlumetia-transversa Chrysomphalus-aonidum Cicadella-viridis Cicadellidae Dacus-dorsalis-Hendel Dasineura-sp Deporaus-marginatus-Pascoe Erythroneura-apicalis Icerya-purchasi-Maskell Lawana-imitata-Melichar Limacodidae Locustoidea
90 images 86 classes 2 models
243 images 11 classes 1 model
1.7k images 15 classes 1 model