US 11,966,988 B2
Method and system for monitoring a set-up for manufacture of a biopharmaceutical product
Hanish Lakhani, Bengaluru (IN); Nishu Garg, Bengaluru (IN); and Hemalatha J, Bengaluru (IN)
Assigned to GLOBAL LIFE SCIENCES SOLUTIONS USA LLC, Marlborough, MA (US)
Appl. No. 17/292,203
Filed by Global Life Sciences Solutions USA LLC, Marlborough, MA (US)
PCT Filed Nov. 12, 2019, PCT No. PCT/EP2019/081054
§ 371(c)(1), (2) Date May 7, 2021,
PCT Pub. No. WO2020/099424, PCT Pub. Date May 22, 2020.
Claims priority of application No. 201841043018 (IN), filed on Nov. 15, 2018.
Prior Publication US 2021/0390320 A1, Dec. 16, 2021
Int. Cl. G06T 7/00 (2017.01); G06F 18/2431 (2023.01); G06Q 50/04 (2012.01); G06T 3/4053 (2024.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/52 (2022.01)
CPC G06Q 50/04 (2013.01) [G06F 18/2431 (2023.01); G06T 3/4053 (2013.01); G06T 7/001 (2013.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/52 (2022.01); G06T 2207/20081 (2013.01); G06T 2207/30108 (2013.01); G06V 2201/06 (2022.01)] 15 Claims
OG exemplary drawing
 
1. A method for monitoring a set-up for manufacture and/or setting up for manufacture and/or tearing down after manufacture of a biopharmaceutical product, said method comprising:
processing at least one image of a scene comprising the set-up for manufacture of the biopharmaceutical product;
wherein the processing of the at least one image comprises:
performing a first process on the at least one image for classifying first objects in the image, said first objects being clamps, pumps, valves and/or sensors and/or Single Use bags and/or any other bio processing equipment, said first process comprising identifying, localizing and classifying the first objects in the image;
performing a second process on the at least one image for identifying and localizing connections in the images, said second process comprising:
classifying each pixel with an associated second object classifier, said second object classifier being a classifier for a second object selected from a group comprising the first objects and said connections;
segmenting out pixels associated with the connections; and
identifying connection mappings with the first objects; and
forming compiled information comprising information relating to the identified connection mappings obtained from the second process and the first objects as identified by the first process.