Individual plant recognition and localization
AssigneeX Development LLC
InventorsJie Yang, Zhiqiang Yuan, Hongxu Ma, Cheng-en Guo, Elliott Grant, Yueqi Li
Life of this patent
Estimating the term…
Loading patent…
AssigneeX Development LLC
InventorsJie Yang, Zhiqiang Yuan, Hongxu Ma, Cheng-en Guo, Elliott Grant, Yueqi Li
Estimating the term…
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.
A method implemented using one or more processors, comprising:
A system comprising one or more processors and memory storing instructions that, in response to execution of the instructions by the one or more processors, cause the one or more processors to:
At least one non-transitory computer-readable medium comprising instructions that, in response to execution of the instructions by one or more processors, cause the one or more processors to perform the following operations:
Dependencies are inferred from the claim text.