In some aspects, the techniques described herein relate to a method for object weight estimation, including: training an object identification model; receiving one or more images from a camera positioned on a machine engaged in a lifting operation; feeding each of the one or more images into the object identification model; receiving, from the trained object identification model, a predicted object corresponding to the object to be lifted by the machine and a probability that the predicted object corresponds to the object being lifted by the machine; and estimating a weight of the object based on at least the predicted object and comparing the estimated weight to lifting parameters associated with the machine when the probability is greater than a selected confidence threshold.
SYSTEMS AND METHODS FOR ESTIMATING OBJECT WEIGHT USING CAMERA IMAGES
SYSTEME UND VERFAHREN ZUR SCHÄTZUNG DES OBJEKTGEWICHTS UNTER VERWENDUNG VON KAMERABILDERN
SYSTÈMES ET PROCÉDÉS D'ESTIMATION DE POIDS D'OBJET À L'AIDE D'IMAGES DE CAMÉRA
30.04.2025
Patent
Elektronische Ressource
Englisch
IPC: | B66C Krane , CRANES / B66F HOISTING, LIFTING, HAULING, OR PUSHING, NOT OTHERWISE PROVIDED FOR, e.g. DEVICES WHICH APPLY A LIFTING OR PUSHING FORCE DIRECTLY TO THE SURFACE OF A LOAD , Hub-, Verhol- oder Schubvorrichtungen, soweit nicht anderweitig vorgesehen, z.B. Vorrichtungen mit unmittelbarer Krafteinwirkung auf die Last / E02F Baggern , DREDGING / G06V |
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