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NEURAL NETWORK SYSTEMS AND COMPUTER-IMPLEMENTED METHODS FOR IDENTIFICATION AND / OR EVALUATION OF ONE OR MORE FOOD PRODUCTS IN VISUAL INPUT INFORMATION
NEURAL NETWORK SYSTEMS AND COMPUTER-IMPLEMENTED METHODS FOR IDENTIFICATION AND / OR EVALUATION OF ONE OR MORE FOOD PRODUCTS IN VISUAL INPUT INFORMATION
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机译:用于识别和/或评估可视输入信息中一种或多种食品的神经网络系统和计算机实现的方法
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摘要
In some embodiments, the present invention provides for an exemplary inventive convolutional neural network-based and computer-implemented method for identifying and evaluating pizza, including: collecting video input representative of the food and received from at least one camera, applying a first CNN to select, from the video input, a set of best pizza containing video frames of a particular pizza from the plurality of pizza containing video frames; applying the first CNN to identify a best pizza containing image from the set, to localize at least one pizza portion of the particular pizza in the identified best pizza containing image, and to determine a type of the pizza of the particular pizza from the identified best pizza containing image; applying a second CNN to determine a map of pizza components of the particular pizza by automatically performing pizza image segmentation and to automatically score the particular pizza based on the determined map of pizza components.
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