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.

Date of Patent:
Nov. 21, 2023

Filed:

Mar. 26, 2020
Applicant:

Bio-rad Europe Gmbh, Basel, CH;

Inventors:

Thomas Picard, Chazay d'Azergues, FR;

Bruno De-Bastiani, Paris, FR;

Jean-Baptiste Ballereau, Issy-les-Moulineaux, FR;

Stephane Delaille, Saint-Cloud, FR;

Eric Millet, Riorges, FR;

Pierre Bony, Toulouse, FR;

Olivier Noel, Ecuvillens, CH;

Yves Raisin, Faoug, CH;

Clément Foissac, Villarepos, CH;

Assignee:

BIO-RAD EUROPE GMBH, Basel, CH;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06V 20/69 (2022.01); G06V 10/82 (2022.01); G01N 35/00 (2006.01);
U.S. Cl.
CPC ...
G06V 20/698 (2022.01); G06V 10/82 (2022.01); G01N 2035/00148 (2013.01); G01N 2035/00495 (2013.01);
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.


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