Pinned Repositories
albumentations
fast image augmentation library and easy to use wrapper around other libraries
allennlp
An open-source NLP research library, built on PyTorch.
anago
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
mmdetection
Open MMLab Detection Toolbox and Benchmark
MT-Reading-List
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
mxnet-yolov2
YOLO: You only look once real-time object detector
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch. https://huggingface.co/transformers
yolov3-mxnet
A minimal YOLOv3 implementation in MXNet, don't need cfg.
liben2018's Repositories
liben2018/Awesome-Scene-Text-Recognition
A curated list of resources dedicated to scene text localization and recognition
liben2018/caffe
Caffe: a fast open framework for deep learning.
liben2018/conda-recipes
bioinformatics program recipes for the conda package manager
liben2018/crnn-mxnet-chinese-text-recognition
An implementation of CRNN (CNN+LSTM+warpCTC) on MxNet for chinese text recognition
liben2018/darknet_code_comment
darknet深度学习框架源码分析：详细中文注释，涵盖框架原理与实现语法分析
liben2018/deeplearningbook-chinese
Deep Learning Book Chinese Translation
liben2018/DSOD
DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.
liben2018/fb.resnet.torch
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
liben2018/mxboard
Logging MXNet data for visualization in TensorBoard.
liben2018/pytorch-yolo-v3
A PyTorch implementation of the YOLO v3 object detection algorithm
liben2018/ResNet
Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet
liben2018/resnet.mxnet
liben2018/ResNeXt
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks
liben2018/sceneReco
ctpn+crnn Scene character recognition
liben2018/SSD-Tensorflow
Single Shot MultiBox Detector in TensorFlow