公开(公告)号：US20230360246A1

公开(公告)日：2023-11-09

申请号：US18058796

申请日：2022-11-25

申请人： Elm Company

发明人： Mohammed Yahya Hakami ,  Thariq Khalid Kadavil ,  Riad SOUISSI

IPC分类号： G06V10/82 ,  G06T7/62 ,  G06V20/56

CPC分类号： G06T7/62 ,  G06V10/82 ,  G06V20/56 ,  G06T2207/10016 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30252

摘要： Provided is an edge-device based system and method for real-time detection and dimension estimation of signages by capturing images thereof by using a mounted monocular camera then processing them using a multi-module system that comprises Object Detection, Segmentation, Tracking, and Dimension Estimation modules to detect, segment, track, and estimate dimension of shop boards. The system/method also applies a deep neural network that is trained with labeled data to optimize the model parameters gathered by capturing video from moving vehicle passing through multiple different shops with unconfined locations.

公开(公告)号：US20230297921A1

公开(公告)日：2023-09-21

申请号：US18084019

申请日：2022-12-19

申请人： Elm Company

发明人： Mohammed Yahya Hakami ,  Riad Souissi ,  Arshad Ali Khan ,  Noura Mohammed Algwaiz ,  Waqas Syed Murtaza Bukhari

IPC分类号： G06Q10/0639 ,  G06Q10/0631 ,  G06Q10/0635

CPC分类号： G06Q10/0639 ,  G06Q10/06311 ,  G06Q10/0635

摘要： An apparatus for generating an inspection schedule includes one or more processors configured to: receive one or more schedule requests comprising inspector features, establishment features, and penalty features; generate inspector information for an inspector model based on the inspector features; generate establishment information, comprising a probability of imposing a penalty on an establishment of the establishment features, for an establishment model based on the establishment features and the penalty features; and generate, for an inspector of the inspector features using a violation model, the inspection schedule based on the inspector information and the establishment information.