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xuexi 's Projects

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算法原理等等

albert_lstm_crf_ner icon albert_lstm_crf_ner

albert + lstm + crf实体识别,pytorch实现。识别的主要实体是人名、地名、机构名和时间。

alpr icon alpr

基于4种轻量级深度卷积网络的无场景约束全自动车牌识别,轻量级车牌检测,轻量级车牌识别,pyqt5可视化界面

attention_ocr icon attention_ocr

Encoder and decoder with attention model for chinese_ocr in Pytorch 1.0

attsets icon attsets

AttSets in Tensorflow (preprint arXiv:1808.00758)

bertner icon bertner

ChineseNER based on BERT, with BiLSTM+CRF layer

bi-lstm-crf icon bi-lstm-crf

使用keras实现的基于Bi-LSTM + CRF的中文分词+词性标注

captcha_trainer icon captcha_trainer

[验证码识别-训练] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.

car_category icon car_category

利用迁移学习+深度学习来实现汽车细粒度识别模型的定制,并将其安装到iphone上,搭建了一个多功能汽车识别系统

cdcs icon cdcs

Chinese Data Competitions' Solutions

centernet icon centernet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

chinese-ocr icon chinese-ocr

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

chinese-ocr3 icon chinese-ocr3

从NLP出发对于OCR的深度实践集锦,重在实战

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