Our insect dataset contains 24 types of insects collected from crop field, including about 60 images per species. The insect dataset manipulated by hand is available for download. C++ source code of our proposed method is coming soon!

download train images

download test images

The original insect images can be downloaded by clicking on each insect names in the list.

Species ID Insect names Species ID Insect names
1 Cifuna locuples 13 Eurydema dominulus
2 Tettigella viridis 14 Colaphellus bowvingi
3 Colposcelis signata 15 Pieris rapae
4 Maruca testulalis 16 Eurydema gebleri
5 Atractomorpha sinensis 17 Erthesina fullo
6 Sympiezomias velatus 18 Chromatomyia horticola
7 Sogatella furcifera 19 Eysacoris guttiger
8 Cletus punctiger 20 Dolerus tritici
9 Cnaphalocrocis medinalis 21 Pentfaleus major
10 Laodelphax striatellua 22 Sitobion avenae
11 Chilo suppressalis 23 Aelia sibirica
12 Mythimna separta 24 Nephotettix bipunctatus

 

Citation:

Chengjun Xie, Jie Zhang, Rui Li, Jinyan Li, Peilin Hong, Junfeng Xia, Peng Chen*, Automatic classification for field crop insects via multiple-task sparse representation and multiple-kernel learning, Computers and Electronics in Agriculture, 2015, 119:123-132.