i-math Goto Github PK

3dv_tutorial

An Invitation to 3D Vision: A Tutorial for Everyone

algorithm

记录一些常用算法的实现（涵盖常用的数据结构，机器学习以及语音识别中常用算法）

audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

awesome-speech-recognition-speech-synthesis-papers

Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

caffe-mobile

Optimized (for size and speed) Caffe lib for iOS and Android with demo APP.

china_city_dataset

**城市数据集

city_json

**城市json&港澳台、世界城市json

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

cs-self-learning

计算机自学指南

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

espnet

End-to-End Speech Processing Toolkit

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

geo

全球国家城市地区信息

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

learning-dl

learning and understanding deep learning

learning-lip-sync-from-audio

Learning Lip Sync of Obama from Speech Audio

leet-no-code

good good study, day day up. ^ ^

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lstmp.pytorch

The implementation of LSTM with projection layer by PyTorch

makeittalk

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mmdetection

Open MMLab Detection Toolbox

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

montreal-forced-aligner

Command line utility for forced alignment using Kaldi

mpt-demo

Cross-Camera Multiple Person Tracking Demo for CVPR-2017

multi-speaker-tacotron

VCTK multi-speaker tacotron for ICASSP 2020

multiband-hifigan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.