linrio

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

FFmpeg

Mirror of https://git.ffmpeg.org/ffmpeg.git

mmdetection

OpenMMLab Detection Toolbox and Benchmark

netron

Visualizer for neural network, deep learning and machine learning models

darknet

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

onnx

Open standard for machine learning interoperability

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

guetzli

Perceptual JPEG encoder

PRML

PRML algorithms implemented in Python

deep_learning_object_detection

A paper list of object detection using deep learning.

gcc

openvino

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

OpenBLAS

OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version.

mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

vmaf

Perceptual video quality assessment based on multi-method fusion.

MegEngine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

TNN

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

Tengine

Tengine is a lite, high performance, modular inference engine for embedded device

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

EAST

A tensorflow implementation of EAST text detector

SqueezeNet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

cpulimit

CPU usage limiter for Linux

model-optimization

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

TurboTransformers

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

nnfusion

A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.

MTCNN

Realtime Face Detection and Head pose estimation on Windows、Ubuntu、Mac、Android and iOS

MSDNet-PyTorch

MSDNet

Deep-Image-Compression-Video-Coding

Recent papers and codes related to deep learning/deep neural network based image compression and video coding framework.

4K-Face

4K-Face: A Dataset with Huge Scale-variance Faces