Research Article

Application of Deep Learning in Integrated Pest Management: A Real-Time System for Detection and Diagnosis of Oilseed Rape Pests

Table 1

Details of oilseed rape pest dataset.

SpeciesNumber of imagesNumber of objects

Athalia rosae japanensis352375
Creatonotus transiens175182
Entomoscelis adonidis87134
Entomoscelis suturalis3036
Hellula undalis320322
Lipaphis erysimi1501474
Mamestra brassicae334343
Meligethes aeneus164566
Phyllotreta striolata220272
Pieris rapae610690
Plutella xylostella475484
Psylliodes punctifrons105138
Total30225016