郑煜伟's repositories

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RankIQA.PyTorch

基于PyTorch实现的图像质量评估模型RankIQA

multi-label-classification

基于tf.keras的多标签多分类模型

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PyTorch-Image-Classification

基于PyTorch框架实现的图像分类网络

Stacked_Autoencoder

用 MATLAB 实现深度学习网络中的 stacked auto-encoder:使用AE variant(de-noising / sparse / contractive AE)进行预训练,用BP算法进行微调

enhanced-UGATIT

增强版U-GAT-IT的Pytorch实现

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Weighted-Cost-Based-SAE

训练一个SAE:预训练AE阶段,对每个输入神经元与输出神经元间的欧式距离进行加权作为cost function;微调SAE阶段用BP。而加权权重的选择,用PSO进行优化。

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YOLOv3-tensorflow

tf-keras-implemented YOLOv3

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keras-radam

tf-keras-implemented RAdam

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mtcnn-plate-detection

MTCNN实现车牌检测

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YOLOv2-tensorflow

tf-keras-implemented YOLOv2

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Auto-Encoder-Variants-Object-Oriented

用matlab实现AE的各种变种,并打包成类(BP,AE,SAE,GAE,weighted-cost-based SAE,enhanced learning SAE(还没完成)).

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my-github-blog-comments

用于存放我github博客的评论

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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zheng-yuwei.github.io

快乐的灵魂

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