公开(公告)号：WO2020192972A1

公开(公告)日：2020-10-01

申请号：PCT/EP2020/025145

申请日：2020-03-26

Applicant: BIO-RAD EUROPE GMBH

Inventor： PICARD, Thomas ,  DE-BASTIANI, Bruno ,  BALLEREAU, Jean-Baptiste ,  DELAILLE, Stephane ,  MILLET, Eric ,  BONY, Pierre ,  NOEL, Oliver ,  RAISIN, Yves ,  FOISSAC, Clément

IPC: G01N21/00 ,  G16H10/40

Abstract: An apparatus for classifying a picture of a reaction of reactants in a predetermined container; the apparatus comprising a first neural network arranged for receiving an input picture of a reaction of reactants in a predetermined container and for providing, for each reaction category of a first plurality of reaction categories, a probability that the input picture shows a reaction that belongs to said reaction category; a second neural network arranged for, if the first neural response provides a highest probability that the input picture shows a reaction that belongs to a predetermined reaction category, receiving a predetermined portion of the input picture and providing, for each reaction category of a second plurality of reaction categories, a probability that said predetermined portion of the input picture shows a reaction that belongs to said reaction category.

公开(公告)号：WO2022269360A1

公开(公告)日：2022-12-29

申请号：PCT/IB2022/000369

申请日：2022-06-24

Applicant: BIO-RAD EUROPE GMBH

Inventor： PICARD, Thomas

IPC: G06T7/00 ,  G06V10/82 ,  G06V20/69 ,  G06V10/98 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30024 ,  G06T7/0014 ,  G06V10/993 ,  G06V20/698

Abstract: An input image is received from testing equipment. One or more synthetic images are generated by applying an image-to-image translation model to the input image. Based on the one or more synthetic images, a binary classifier is applied to determine a classification for the received input image.