jiapyliu's repositories
albumentations
fast image augmentation library and easy to use wrapper around other libraries
autokeras
An AutoML system based on Keras
awesome-deep-text-detection-recognition
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
bert4keras
light reimplement of bert for keras
caffe_ocr
主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构
cnocr
基于 MXNet 的中文/英文 OCR Python 包
course-v3
The 3rd edition of course.fast.ai
cufflinks
Productivity Tools for Plotly + Pandas
deep_learning_object_detection
A paper list of object detection using deep learning.
detr
End-to-End Object Detection with Transformers
fastai
The fastai deep learning library, plus lessons and tutorials
keras
Deep Learning for humans
keras-tuner
Hyperparameter tuning for humans
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
LSTM
时间序列预测
mmdetection
Open MMLab Detection Toolbox and Benchmark
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
OpenCC
Conversion between Traditional and Simplified Chinese
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-doc-zh
Pytorch 中文文档
PytorchOCR
基于Pytorch的OCR工具库，支持常用的文字检测和识别算法
ResNeSt
ResNeSt: Split-Attention Networks
scikit-learn
scikit-learn: machine learning in Python
simpletransformers
Transformers for Classification, NER, QA, Language Modelling, Language Generation, Multi-Modal, and Conversational AI
tensorflow
An Open Source Machine Learning Framework for Everyone