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  1. hw2_image_classification hw2_image_classification Public archive

    利用TensorFlow（TF），本作业实现了一个基于full convolution stack、inception v2 module等模块的图片分类网络，纵向共包含10层包含参数的层，采用自己搭建的卷积层。对于dset1与dset2采用同样的网络结构，分别进行训练。最终在dset1验证集（约含900张图，下同）上的Top1分类准确率约为0.52，在dset2验证集上的Top1准确率约为…

    Python 12 6

  2. hw3_language_model hw3_language_model Public archive

    利用 PyTorch，本作业实现了一个基于word embedding和GRU的语言模型（Language Model，以下简称LM）。其包括一个encoder层、一个GRU层和一个decoder层，embedding维度与GRU的hidden state维度均为1500，采用了自己搭建的带有Layer Normalization（LN）的GRU模块，运用了dropout、学习初始状态、锁定…

    Python 8 2

  3. ModifiedEast ModifiedEast Public archive

    Forked from huoyijie/AdvancedEAST

    This repo was forked from https://github.com/huoyijie/AdvancedEAST and improved by chyelang for DL class at Tsinghua. ModifiedEast is an algorithm used for Scene image text detect, which is primari…

    Python 2 1

  4. chyelang.github.io chyelang.github.io Public archive

    HTML

  5. pemc-deadlines pemc-deadlines Public archive

    Forked from paperswithcode/ai-deadlines

    ⏰ Power Electronics and Motion Control conference deadline countdowns

    HTML

  6. Probabilistic-Face-Embeddings Probabilistic-Face-Embeddings Public

    Forked from seasonSH/Probabilistic-Face-Embeddings

    Uncertainty-aware Face Representation and Recognition

    Python