| CPC G06V 20/188 (2022.01) [A01B 79/005 (2013.01); G06V 10/44 (2022.01); G06V 20/68 (2022.01)] | 20 Claims |
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1. A method implemented using one or more processors and comprising:
processing, using a feature extraction portion of a first aggregate trait estimation model, a first plurality of images depicting crops in an agricultural plot to generate a corresponding first plurality of embeddings;
processing, using a feature extraction portion of a second aggregate trait estimation model, a second plurality of images to generate a corresponding second plurality of embeddings;
combining the first plurality of embeddings to obtain a first unified representation of the crops in the agricultural plot;
combining the second plurality of embeddings to obtain a second unified representation of the crops in the agricultural plot;
processing, using prediction portions of the first and second aggregate trait estimation models, the first and second unified representations of the crops to estimate an aggregate trait value of the crops in the agricultural plot; and
causing data indicative of the estimated aggregate trait value of the crops in the agricultural plot to be output at a computing device.
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