Related Objects of Interest: grasshopper , aphids , bollworm , beetle , sawfly , stem_borer , mites , mosquito , fall-armyworm-larva , fall-armyworm-egg

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Top Armyworm Computer Vision Models

The models below have been fine-tuned for various armyworm 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 armyworm detection model.

At the bottom of this page, we have guides on how to count armyworms in images and videos.

Object Detection Model snap yolov11 yolov11n

2

2343 images2 models

Armyworm Asian-Corn-Borer Bollworm

Object Detection Model

1

112 images1 model

Object Detection Model

1

8853 images1 model

fall-armyworm-egg fall-armyworm-frass fall-armyworm-larva fall-armyworm-larval-damage healthy-maize

Object Detection Model

1

7610 images1 model

0 1 10 11 12 13 14 15 16 17 18 19 2 20 21 22 23 24 25 26

Object Detection Model

1

8332 images1 model

fall-armyworm-egg fall-armyworm-frass fall-armyworm-larva fall-armyworm-larval-damage healthy-images healthy-maize maize-streak-disease none-healthy

Object Detection Model

1

567 images1 model

Beet armyworm Cotton bollworm Green peach aphid Silverleaf whitefly Tobacco cutworm melon fly melon thrips spider mite

Object Detection Model

1

aryan serasinghe

198 images1 model

Object Detection Model snap

1

crop_damage_dataset

417 images1 model

armyworm bacterial blight damaged crop early_faw_infestation fall_webworm_moth green caterpillar ladybug late_faw_infestation phasmids red bug

Instance Segmentation Model yolov5

maize-fallarmyworm

579 images2 models

fall-armyworm-egg fall-armyworm-frass fall-armyworm-larva fall-armyworm-larval-damage healthy-maize

Object Detection Model

Onion Biotic Stress Classification

605 images1 model

armyworm damage beet armyworm botrytis leaf blight leaf miners damage

Classification Model

766 images1 model

aphids armyworm beetle bollworm grasshopper mites mosquito sawfly stem_borer

Object Detection Model

495 images1 model

LARGE Onion Armyworm Onion Armyworm EGG SMALL Onion Armyworm

Object Detection Model

Amity University

603 images1 model

aphides aphids armyworm beetle bollworm grasshopper mites mosquito sawfly stem_borer

Object Detection Model snap

insect_detection

899 images1 model

ant ants armyworm rat red-ant

Object Detection Model

2508 images2 models

Blight Common Rust Fall Armyworm Infection Gray Leaf Spot Healthy

Object Detection Model

7200 images2 models

Green-Leafhopper aphid armyworm beetle grasshopper sawfly

Object Detection Model

279 images1 model

aphid armyworm caterpillar cucumber beetle cutworm flea beetle looper pollen beetle slug squash vine borer stink bug thrip whiteflies wireworm

Classification Model

PestDetectMulti

349 images1 model

aphids armyworm beetle bollworm grasshopper mites mosquito sawfly stem_borer

Object Detection Model

2901 images1 model

Caterpillar Centipede Ladybug aphids armyworm beetle bollworm earthworm grasshopper mites mosquito sawfly stem_borer

Object Detection Model

Nirma University

2200 images2 models

Caterpillar Centipede Ladybug aphids armyworm beetle bollworm earthworm grasshopper mites mosquito sawfly stem_borer

Object Detection Model yolov8s yolov8 snap

401 images1 model

aphid armyworm beetle bollworm grasshopper mites mosquito sawfly stem_borer

Object Detection Model

Onion Biotic Stress Classification

605 images1 model

armyworm damage beet armyworm botrytis leaf blight leaf miners damage

Classification Model

344 images1 model

aphids armyworm beetle bollworm grasshopper mites mosquito sawfly stem_borer

Object Detection Model yolov8s yolov8 yolov5 snap

1004 images3 models

aphids armyworm beetle bollworm grasshopper mites mosquito sawfly stem_borer

Object Detection Model snap

Thesis Pest detection

227 images1 model

ARMYWORM GREEN HIGAD MOTH ROSEBEET

Object Detection Model snap

50 images3 models

ARMYWORM GREEN HIGAD MOTH ROSEBEET

Object Detection Model snap

3978 images1 model

Blight Corn Gray leaf spot Corn rust leaf fall-armyworm-larva maize-streak-disease yellow-stem-borer yellow-stem-borer-larva

Object Detection Model snap

120 images1 model

cutworm egg fall-armyworm

Object Detection Model snap

261 images1 model

cat dog cottonwood leaf beetle cutworm Egg fall armyworm

Object Detection Model yolov5 snap

319 images2 models

aphids armyworm beetle

Object Detection Model snap

780 images1 model

armyworm bollworm grasshopper sawfly stem_borer

Object Detection Model snap

ComputerVisionResearch

9991 images1 model

fall-armyworm-egg fall-armyworm-frass fall-armyworm-larva fall-armyworm-larval-damage healthy-maize maize-streak-disease

Object Detection Model snap

172 images1 model

armyworm ladybird beetle puccinia sorghi safe southern corn leaf blight

Object Detection Model snap

Tussockmoth and Armyworms

Thesis Education

276 images2 models

armyworm tussockmoth

Classification Model

PennApps Hackathon

6154 images3 models

ants aphids armyworm bees beetle bollworm catterpillar earthworms earwig grasshopper mites mosquito moth sawfly slug snail stem_borer wasp weevil

Object Detection Model yolov8 yolov8s snap

teaching assistant

1020 images1 model

Armyworm(Fava bean)Charcoal Rot Fava Bean Wilt Fava Beans Rust

Object Detection Model yolov8 yolov8s snap

Grean bean 2024

teaching assistant

1020 images1 model

Armyworm(Beans)Bean Bean common mosaic virus Halo Blight Phyllocnistis citrella Potassium Deficiency bean yellow mosaic virus

Object Detection Model snap

8991 images1 model

healthy Blight brown_spot corn_rust corn_smut downy_mildew fall-armyworm-larva grey_leaf_spot maize-streak-disease yellow-stem-borer yellow-stem-borer-larva

Object Detection Model snap

Yolofalldataset

485 images1 model

Cabbage-worm Corn-earworm Cutworm Fall-armyworm

Classification Model

pests_detection

1472 images1 model

aphids armyworm beetle bollworm grasshopper mites mosquito sawfly stem_borer

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