(19)
(11) EP 4 058 974 A1

(12)

(43) Date of publication:
21.09.2022 Bulletin 2022/38

(21) Application number: 20888621.8

(22) Date of filing: 09.11.2020
(51) International Patent Classification (IPC): 
G06T 1/40(2006.01)
G06N 20/00(2019.01)
G06T 7/593(2017.01)
(52) Cooperative Patent Classification (CPC):
G06T 7/593; G06T 7/529; G06T 2207/10028; G06T 2207/10012; G06T 2207/20081; G06T 2207/20084; G06N 3/0454; G06N 3/084; G06N 3/0445; G06N 3/088
(86) International application number:
PCT/US2020/059686
(87) International publication number:
WO 2021/096806 (20.05.2021 Gazette 2021/20)
(84) Designated Contracting States:
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated Extension States:
BA ME
Designated Validation States:
KH MA MD TN

(30) Priority: 14.11.2019 US 201916684568
14.11.2019 US 201916684554

(71) Applicant: Zoox, Inc.
Foster City, CA 94404 (US)

(72) Inventors:
  • DUDZIK, Thomas Oscar
    Foster City, California 94404 (US)
  • GOEL, Kratarth
    Foster City, California 94404 (US)
  • SRINIVASAN, Praveen
    Foster City, California 94404 (US)
  • TARIQ, Sarah
    Foster City, California 94404 (US)

(74) Representative: Morrall, Jonathan Ian McLachlan et al
Kilburn & Strode LLP Lacon London 84 Theobalds Road
London WC1X 8NL
London WC1X 8NL (GB)

   


(54) DEPTH DATA MODEL TRAINING WITH UPSAMPLING, LOSSES, AND LOSS BALANCING