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METHODS AND SYSTEMS FOR VISUAL RECOGNITION USING TRIPLET LOSS
METHODS AND SYSTEMS FOR VISUAL RECOGNITION USING TRIPLET LOSS
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机译:三重损失的视觉识别方法和系统
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摘要
Methods, systems, and computer-readable mediums storing computer executable code for visual recognition implementing a triplet loss function are provided. The method include receiving an image generated from an image source associated with a vehicle. The method may also include analyzing the image based on a convolutional neural network. The convolutional neural network may apply both a triplet loss function and a softmax loss function to the image to determine classification logits. The method may also include classifying the image into a predetermined class distribution based upon the determined classification logits. The method may also include instructing the vehicle to perform a specific task based upon the classified image.
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