Feng Qian's repositories
multi-label-bert-classification
Multi-label Bert Classification with focal loss weighting, auto cross-label data synthesis, adding exclude loss part among specific labels, upsampling, robust mean over all positive or negative loss, generating very fast inference-time model, etc.
technical-skill-summary
My technical skill summary
algorithm-components
This library was designed for high performance pipeline of feature transform and model prediction as a consistent solution for both online and offline scenes.
preprocess_tabular_data
Auto inspect tabular data and transform data with PMML
audio_to_midi_melodia
Extract the melody from an audio file and export to MIDI
barcode-datasets
A list of available Barcode & QR Code Datasets
BTC-ISMIR19
"A Bi-Directional Transformer for Musical Chord Recognition" accepted on ISMIR2019
chinese_ocr
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
ChordNova
ChordNova is a powerful open-source chord progression analysis plus generation software with unprecedentedly detailed control over chord trait parameters, that is way above mainstream softwares. Runs on multiple OS (currently Windows and Linux). | 智弦（ChordNova）是清华大学沈智云和星海音乐学院陈文戈共同开发的一款免费开源、功能强大的和弦进行自动生成软件。该软件提供前所未有的特征参数细节控制，远超以三度叠置为基础的主流软件。
DB
A PyToch implementation of "Real-time Scene Text Detection with Differentiable Binarization".
deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods.
DifferentiableBinarization
DB (Real-time Scene Text Detection with Differentiable Binarization) implementation in Keras and Tensorflow
HCDF-Symbolic_Music
Harmonic Change Detection Task using Symbolic Music
ICDAR2019-ArT-Recognition-Alchemy
PKU Team Zero's code for participation in ICDAR2019 ArT Recognition track (Champion)
Image-Downloader
Download images from Google, Bing, Baidu. 谷歌、百度、必应图片下载.
keras-ocr
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
libsnark
C++ library for zkSNARKs
melosynth
Synthesize a continuous pitch sequence
omnizart
Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.
OTR
Optical table recognition - recognize tables in scan images using OpenCV
PaddleOCR
基于飞桨的OCR工具库，包含总模型仅8.6M的超轻量级中文OCR，单模型支持中英文数字组合识别、竖排文本识别、长文本识别。同时支持多种文本检测、文本识别的训练算法。
qf6101.github.io
blog source file
scaper
A library for soundscape synthesis and augmentation
SynthText
Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.
TextRecognitionDataGenerator
A synthetic data generator for TEXT DETECTION (as opposed to text recognition)
Transformer
Transformer seq2seq model, program that can build a language translator from parallel corpus
you-get
:arrow_double_down: Dumb downloader that scrapes the web