Fast anther dehiscence status recognition system established by deep learning to screen heat tolerant cotton.

Zhihao TanJiawei ShiRongjie LvQingyuan LiJing YangYizan MaYanlong LiYuanlong WuRui ZhangHuanhuan MaYawei LiLi ZhuLongfu ZhuXianlong ZhangJie KongWanneng YangLing Min

Published in: Plant methods (2022)

Deep learning technology have been applied to cotton anther dehiscence status recognition instead of manual methods for the first time to quickly screen HT-tolerant cotton varieties. Deep learning can help to explore the key genetic improvement genes in the future, promoting cotton breeding and improvement.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
genome wide
machine learning
high throughput
gene expression
copy number
transcription factor
single cell
bioinformatics analysis