phylic's repositories
seq2seq-ocr-analysis
end2end layout analysis based seq2seq
tianchi_nl2sql
追一科技首届中文NL2SQL挑战赛决赛第3名方案+代码
Agriculture_KnowledgeGraph
农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策
awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
Bert-Chinese-Text-Classification-Pytorch
使用Bert,ERNIE,进行中文文本分类
bert-utils
一行代码使用BERT生成句向量,BERT做文本分类、文本相似度计算
chinese_ocr
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
ChineseNER
中文命名实体识别,实体抽取,tensorflow,pytorch,BiLSTM+CRF
chineseocr
yolo3+ocr
Deep-Learning
:computer:深度学习实战:手写数字识别、Discuz验证码识别、垃圾分类、语义分割
DenseNet
Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).
EAST
A tensorflow implementation of EAST text detector
HanLP
自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁
image_class
基于keras集成多种图像分类模型: VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet、LeNet、ZF_Net、ResNet18、ResNet34、ResNet50、ResNet_101、ResNet_152、DenseNet
Jiagu
Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要
labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
LearnPaddle2
PaddlePaddle Fluid 版本系列教程,CSDN博客专栏:
models
Models and examples built with TensorFlow
named_entity_recognition
中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)
nlp-journey
NLP 相关的一些文档、论文及代码, 包括主题模型(Topic Model)、词向量(Word Embedding)、命名实体识别(Named Entity Recognition)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算、机器翻译(Machine Translation)等,涉及到各种与nlp相关的算法,基于keras和tensorflow。
OCR_repo
文本检测、文本识别(cnn+ctc、crnn+ctc)
PaddleOCR
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
pycorrector
pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,Seq2Seq_Attention,BERT,MacBERT,ELECTRA,ERNIE,Transformer等模型实现,开箱即用。
Python-AI
深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch
Research
novel deep learning research works with PaddlePaddle
text-detection-ctpn
text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network
tr
Free Offline OCR 离线的文本识别SDK
unilm
UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond
VIMER
视觉预训练基础模型仓库