Jia-HongHenryLee
I am currently an AI Algorithm Engineer. My research interests include Deep/Machine Learning, Computer Vision & Biomedical image analysis
Xiaomi
Pinned Repositories
agegenderLMTCNN
Jia-Hong Lee, Yi-Ming Chan, Ting-Yen Chen, and Chu-Song Chen, "Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications," IEEE International Conference on Multimedia Information Processing and Retrieval, MIPR 2018
Multistage_Pruning
Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," International Joint Conference on Neural Networks, IJCNN 2020, July 2020.
NeuralMerger
Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee, Chih-Yi Chiu, Chu-Song Chen, "Unifying and Merging Well-trained Deep Neural Networks for Inference Stage," International Joint Conference on Artificial Intelligence (IJCAI), 2018
Online-Face-Recognition-and-Authentication
Hsin-Rung Chou, Jia-Hong Lee, Yi-Ming Chan, and Chu-Song Chen, "Data-specific Adaptive Threshold for Face Recognition and Authentication," IEEE International Conference on Multimedia Information Processing and Retrieval, MIPR 2019
PAE
Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chein-Hung Chen, Yi-Ming Chan and Chu-Song Chen. "Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning" 2019 ACM on International Conference on Multimedia Retrieval
AICamera
emdl
Embedded and mobile deep learning research resources
LeetCode
:pencil2: LeetCode solutions in C++ 11 and Python3
MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Part-Aware_Measurement_for_3D_Pose_Estimation_and_Tracking
Jia-HongHenryLee's Repositories
Jia-HongHenryLee/attention-module
Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
Jia-HongHenryLee/attention-sampling
This Python package enables the training and inference of deep learning models for very large data, such as megapixel images, using attention-sampling
Jia-HongHenryLee/Batch-Renormalization-PyTorch
Batch Renormalization module for PyTorch based on paper https://arxiv.org/abs/1702.03275 .
Jia-HongHenryLee/CamStyle
Camera Style Adaptation for Person Re-identification CVPR 2018
Jia-HongHenryLee/captum
Model interpretability and understanding for PyTorch
Jia-HongHenryLee/CE-Net
The manuscript has been accepted in TMI.
Jia-HongHenryLee/D-UNet
Jia-HongHenryLee/deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
Jia-HongHenryLee/DeepHuman
Code for our ICCV paper "DeepHuman: 3D Human Reconstruction from a Single Image"
Jia-HongHenryLee/EfficientDNNs
Collection of recent methods on DNN compression and acceleration
Jia-HongHenryLee/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、NLU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、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr:用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库:知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具:BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具(新词发现-情感分析-实体链接等)、word2word:(Python)方便易用的多语言词-词对集:62种语言/3,564个多语言对、语音识别语料生成工具:从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型(包含词典和语料标注)、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank:NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析,提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA:面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句(英文)、中文NLP数据增强(EDA)工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱:基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab:开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取、一个小型的证券知识图谱/知识库、复盘所有NLP比赛的TOP方案、OpenCLaP:多领域开源中文预训练语言模型仓库、中文自然语言处理向量合集、基于金融-司法领域(兼有闲聊性质)的聊天机器人、g2pC:基于上下文的汉语读音自动标记模块、Zincbase 知识图谱构建工具包、诗歌质量评价/细粒度情感诗歌语料库。
Jia-HongHenryLee/HistomicsTK
A Python library for pathology image analysis algorithms.
Jia-HongHenryLee/insightface
Face Analysis Project on MXNet
Jia-HongHenryLee/MetaPruning
Jia-HongHenryLee/ntk
NTK reading group
Jia-HongHenryLee/pydensecrf
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
Jia-HongHenryLee/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
Jia-HongHenryLee/pytorch-deeplab-xception
DeepLab v3+ model in PyTorch. Support different backbones.
Jia-HongHenryLee/Pytorch-HarDNet
35% faster than ResNet: Harmonic DenseNet, A low memory traffic network
Jia-HongHenryLee/pywt
PyWavelets - Wavelet Transforms in Python
Jia-HongHenryLee/rl-medical
Deep Reinforcement Learning (DRL) agents applied to medical images
Jia-HongHenryLee/SOTA-MedSeg
SOTA medical image segmentation methods based on various challenges
Jia-HongHenryLee/stardist
StarDist - Object Detection with Star-convex Shapes
Jia-HongHenryLee/talking-heads
Our implementation of "Few-Shot Adversarial Learning of Realistic Neural Talking Head Models" (Egor Zakharov et al.)
Jia-HongHenryLee/Taylor_pruning
Pruning Neural Networks with Taylor criterion in Pytorch
Jia-HongHenryLee/twstock
台灣股市股票價格擷取 (含即時股票資訊) - Taiwan Stock Opendata with realtime
Jia-HongHenryLee/UNet-family
Paper and implementation of UNet-related model.
Jia-HongHenryLee/windows_optimization
Implementation of "Practical Window Setting Optimization for Medical Image Deep learning"
Jia-HongHenryLee/xai
XAI - An eXplainability toolbox for machine learning
Jia-HongHenryLee/yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS