The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 17, 2022
Filed:
Jan. 03, 2020
Gyrfalcon Technology Inc., Milpitas, CA (US);
Bin Yang, San Jose, CA (US);
Lin Yang, Milpitas, CA (US);
Xiaochun Li, San Ramon, CA (US);
Yequn Zhang, San Jose, CA (US);
Yongxiong Ren, San Jose, CA (US);
Yinbo Shi, Santa Clara, CA (US);
Patrick Dong, San Jose, CA (US);
Gyrfalcon Technology Inc., Milpitas, CA (US);
Abstract
In some embodiments, a system includes an artificial intelligence (AI) chip and a processor coupled to the AI chip and configured to receive an input image, crop the input image into a plurality of cropped images, and execute the AI chip to produce a plurality of feature maps based on at least a subset of the plurality of cropped images. The system may further merge at least a subset of the plurality of feature maps to form a merged feature map, and produce an output image based on the merged feature map. The cropping and merging operations may be performed according to a same pattern. The system may also include a training network configured to train weights of the CNN model in the AI chip in a gradient descent network. Cropping and merging may be performed over the training sample images in the training work in a similar manner.