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ailearners

机器学习、深度学习、自然语言处理、计算机视觉、各种算法等AI领域相关技术的路线、教程、干货分享。笔记有：机器学习实战、剑指Offer、cs231n、cs131、吴恩达机器学习、cs224n、python自然语言处理实战

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

anomaly-event-detection

An implementation of paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. This paper uses the stacked denoising autoencoder for the the feature training on the appearance and motion flow features as input for different window size and using multiple SVM as a single classifier this is work under progress.

arcface-pytorch

attention-ocr

Visual Attention based OCR

autohome_2sc

awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

book

Deep Learning 101 with PaddlePaddle

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinese_poem_generator

唐诗生成器，有详细说明

chinesenmt

ChineseNMT: Translate English to Chinese with PyTorch Implementation of Transformer

cocoapi

COCO API - Dataset @ http://cocodataset.org/

cornernet-lite

craft-pytorch

Official implementation of Character Region Awareness for Text Detection (CRAFT)

crf-image-segmentation

crfasrnn_keras

CRF-RNN Keras/Tensorflow version

cross-modal-re-id-baseline

Pytorch Code for Cross-Modality Person Re-Identification (Visible Thermal Re-ID)

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

dcmh

PyTorch implementation for paper "Deep Cross-Modal Hashing"

deblur-gan

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

deep-homography-estimation-pytorch

Depth Image Homography Estimation with Noise in Pytorch

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep_learning_object_detection

A paper list of object detection using deep learning.

deep_text_matching

implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta

deeptesla

End-to-End Learning from Tesla Autopilot Driving Data

deform-conv

Deformable Convolution in TensorFlow / Keras