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dyning committed Apr 13, 2020
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<div align="center">
<img
src="docs/images/distillation/distillation_perform.png" width="500">
src="docs/images/distillation/distillation_perform.png" width="700">
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PaddleClas提供了一种简单的半监督标签知识蒸馏方案(SSLD,Simple Semi-supervised Label Distillation),使用该方案大幅提升了使用该方案大幅提升了ResNet101_vd,ResNet50_vd、MobileNetV1、MobileNetV2和MobileNetV3在ImageNet数据集上分类效果,如上图所示。该知识蒸馏方案的框架图如下,详细的知识蒸馏方法介绍以及使用正在持续更新中。
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