18959186. INDIVIDUAL PLANT RECOGNITION AND LOCALIZATION (Deere & Company)
INDIVIDUAL PLANT RECOGNITION AND LOCALIZATION
Organization Name
Inventor(s)
Zhiqiang Yuan of San Jose CA US
Cheng-en Guo of Santa Clara CA US
Elliott Grant of Woodside CA US
INDIVIDUAL PLANT RECOGNITION AND LOCALIZATION
This abstract first appeared for US patent application 18959186 titled 'INDIVIDUAL PLANT RECOGNITION AND LOCALIZATION
Original Abstract Submitted
Implementations are described herein for training and applying machine learning models to digital images capturing plants, and to other data indicative of attributes of individual plants captured in the digital images, to recognize individual plants in distinction from other individual plants. In various implementations, a digital image that captures a first plant of a plurality of plants may be applied, along with additional data indicative of an additional attribute of the first plant observed when the digital image was taken, as input across a machine learning model to generate output. Based on the output, an association may be stored in memory, e.g., of a database, between the digital image that captures the first plant and one or more previously-captured digital images of the first plant.
- Deere & Company
- Jie Yang of Sunnyvale CA US
- Zhiqiang Yuan of San Jose CA US
- Hongxu Ma of San Jose CA US
- Cheng-en Guo of Santa Clara CA US
- Elliott Grant of Woodside CA US
- Yueqi Li of San Jose CA US
- G06T7/00
- G06F18/20
- G06F18/214
- G06N3/04
- G06N3/08
- G06V10/20
- G06V10/74
- G06V10/764
- G06V10/776
- G06V10/82
- G06V20/10
- G06V20/20
- CPC G06T7/001