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pests and insects detection in plants and crops

Object Detection
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pests and insects detection in plants and crops Computer Vision Project

PEST DETECTION

Updated 2 years ago

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Tags
Object Detection Model
Classes (86)
Limacodidae
aleurocantas spiniferus
alfalfa
ampelophaga
apehelinus
aphids
aphids red
aphis citricola vander groot
apolygus lucorm
argentine stem weevil
army worm
ash weevils
asiatic rice borer
assassin bugs
bactrocera tsuneonis
bean leafroller
beet army worm
beet fly
beet spot flies
beet weevil
bilbugs
bird cherry oatphid
black cutworm
blister beetle
boll weevil
borer
brown plant hopper
bugs in tomato plant
ceroplastes rubens
chalicidodea
cheilomenes sexmaculata
chelonus
chelonus blackburn
chinch bugs
chlumetia transversa
chrysomphalus aonidum
chrysoperla carnea
cicadella viridis
cicadellidae
click beetles
colorado potato beetles
comstocki psedococcus
corn armyworm
corn borer
corn earworm
corn leaf aphids
corn rootworms
cotton mealbug
cotton semilooper
cutworms
dacus dorsalis
dasineura
deporaus marginatus pascoe
dusky cotton bug
encarsia farmosa
english green aphids
episyrphus balteatus
erythroneura apicalis
european corn bearer
flea beetle
flower weevil
geocoris
golden tortoise beetle
grape colaspis
grasshoppers cotton
green bug
green leafhoppers
grub pest
hornworm
imperial tortoise beetles
jassids
lacewings
large cutworm
lawana imitata melichar
leaf footed bugs
leaf miners
leaf roller
leafhoppers colorful
legume blister beetle
phylocnitis citrella stainton
pieris canidia
sap feeders
thirps
tortoise beetle
weevil
yellow rice borers

Metrics

mAP
13.3%
Precision
10.0%
Recall
13.3%
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LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        

        
        

            
        

     
@misc{
                            pests-and-insects-detection-in-plants-and-crops_dataset,
                            title = { pests and insects detection in plants and crops Dataset },
                            type = { Open Source Dataset },
                            author = { PEST DETECTION },
                            howpublished = { \url{ https://universe.roboflow.com/pest-detection-rticb/pests-and-insects-detection-in-plants-and-crops } },
                            url = { https://universe.roboflow.com/pest-detection-rticb/pests-and-insects-detection-in-plants-and-crops },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2025-03-21 },
                            }

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