Alex S. Liu's repositories
sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
xlnet
XLNet: fine tuning on RTX 2080 GPU - 8 GB
bert-predict
simplify the prediction process for a finetuned bert model
fusion
Fusion package with transformation between camera and lidar, IMU etc. Autonomous and robot helper.
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
smartcar
自动驾驶系统实现
chainer-regnet
Chainer implementation of RegNet: Multimodal sensor registration using deep neural networks (with simplifications)
interactive_annotation
recurrence of Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++
TextRecognitionDataGenerator
A synthetic data generator for text recognition
calamari
OCR Engine based on OCRopy and Kraken
crnn
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.
gcr.io_mirror
all of the gcr.io docker image mirror
spaCy
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
text-detection-ctpn
text detection mainly based on ctpn model in tensorflow, id card detect, connectionist text proposal network
newspaper
News, full-text, and article metadata extraction in Python 3. Advanced docs:
funNLP
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLP太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器
doccano
Open source text annotation tool for machine learning practitioner.
copy_re
Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"
pkuseg-python
python版本：领域细分的中文分词工具，简单易用，跟现有开源工具相比提高了分词的准确率。
ChineseNlpCorpus
搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。
gpu-burn
Multi-GPU CUDA stress test
pke
Python Keyphrase Extraction module
bert-chinese-ner
使用预训练语言模型BERT做中文NER
grpc-gateway
gRPC to JSON proxy generator following the gRPC HTTP spec
transformer-en-zh
translate from English to Chinese user transformer model
bert
TensorFlow code and pre-trained models for BERT
CRNN_Tensorflow
Convolutional Recurrent Neural Networks(CRNN) for Scene Text Recognition
AI_Challenger_2018
AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/
kbqa
基于知识库的问答：seq2seq模型实践
SentiBridge
SentiBridge: A Knowledge Base for Entity-Sentiment Representation