RuijieJ

pren

Code for "Primitive Representation Learning for Scene Text Recognition" (CVPR 2021)

coder2gwy

互联网首份程序员考公指南，由3位已经进入体制内的前大厂程序员联合献上。

PositionalEncoding2D

A PyTorch implementation of the 1d and 2d Sinusoidal positional encoding/embedding.

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

paraphraser

Sentence paraphrase generation at the sentence level

errorInjectionPipeline

This pipeline takes an input txt file and injects artificially-generated errors to its text to simulate errors output by ASR systems.

noisy-text

Add noise to your text, can be used to improve synthetic training corpus for Neural Machine Translation

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，LLaMA等模型应用在纠错场景，开箱即用。

TTS

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

fastPunct

Punctuation restoration and spell correction experiments.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

SceneTextPapers

Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized

Introduction-to-Algorithms-3rd-Edition-python-code

Introduction to Algorithms, 3rd Edition python code

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

kornia

Geometric Computer Vision Library for Spatial AI

UnrealText

Synthetic Scene Text from 3D Engines

STR

CTCWordBeamSearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model.

pt.darts

PyTorch Implementation of DARTS: Differentiable Architecture Search

Scene-Text-Recognition

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Model-Compression-Acceleration

Paper list on model compression and acceleration

TextRecognitionDataGenerator

A synthetic data generator for text recognition

glore

Global Reasoning unit (GloRe)

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

GraphBasedGlobalReasoning

PyTorch unofficial implementation of Graph-Based Global Reasoning (http://openaccess.thecvf.com/content_CVPR_2019/papers/Chen_Graph-Based_Global_Reasoning_Networks_CVPR_2019_paper.pdf)

sb-nmt

Code for Synchronous Bidirectional Neural Machine Translation (SB-NMT)

Deformable-Convolution-V2-PyTorch

Deformable ConvNets V2 (DCNv2) in PyTorch

scene_text

SynthText3D

Project page of SynthText3D