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Compact language-free facial expression embedding and novel triplet training scheme
Compact language-free facial expression embedding and novel triplet training scheme
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机译:紧凑的无语面部表情嵌入和新型三联培训计划
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摘要
The present disclosure provides systems and methods that include or otherwise leverage use of a facial expression model that is configured to provide a facial expression embedding. In particular, the facial expression model can receive an input image that depicts a face and, in response, provide a facial expression embedding that encodes information descriptive of a facial expression made by the face depicted in the input image. As an example, the facial expression model can be or include a neural network such as a convolutional neural network. The present disclosure also provides a novel and unique triplet training scheme which does not rely upon designation of a particular image as an anchor or reference image.
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