SYSTEMS AND METHODS FOR TRAINING IMAGE PROCESSING MODELS FOR VEHICLE DATA COLLECTION

SYSTEMS AND METHODS FOR TRAINING IMAGE PROCESSING MODELS FOR VEHICLE DATA COLLECTION

Systems and methods for training image processing models for vehicle data collection by image analysis are provided. An example method involves accessing an image of a field of interest in a vehicle captured by a camera in the vehicle, providing a user interface to, display the image, receive input...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Walli, Thomas Arthur, Siddique, Javed, Sayegh, Amir Antoun Renne, Ballantyne, William John
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDEDFOR ELSEWHERE
CALCULATING
CHECKING-DEVICES
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
GENERATING RANDOM NUMBERS
PHYSICS
REGISTERING OR INDICATING THE WORKING OF MACHINES
TIME OR ATTENDANCE REGISTERS
VOTING OR LOTTERY APPARATUS
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Beschreibung
Zusammenfassung:Systems and methods for training image processing models for vehicle data collection by image analysis are provided. An example method involves accessing an image of a field of interest in a vehicle captured by a camera in the vehicle, providing a user interface to, display the image, receive input that defines a region of interest in the image that is expected to convey vehicle information, and receive input that assigns a label to the region of interest that associates the region of interest with an image processing model that is to be trained to extract a type of vehicle information from the region of interest, and contributing the image, labelled with the region of interest and the label associating the region of interest to the image processing model, to a training data library to train the image processing model.