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Knowledge distillation methods implemented with Tensorflow (now there are 10 (+1) methods, and will be added more.)
Keras implementation of ArcFace, CosFace, and SphereFace
keras ImageDataGenerator example
General code to convert a trained keras model into an inference tensorflow model
This is a small tool for converting files marked by labelme into COCO datasets
train model of "A Lightened CNN for Deep Face Representation" δΊΊθΈθ―ε«
An open source library for face detection in images. The face detection speed can reach 1500FPS.
A pytorch implement of "A Light CNN for Deep Face Representation with Noisy Labels"
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.
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
A tensorflow implementation of Arxiv Paper "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose "(https://arxiv.org/abs/1811.12004)
Code for visualizing the loss landscape of neural nets
Efficient neural speech synthesis
Experimental Neural Net speech coding for FreeDV
Test on MegaFace
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
A Pytorch implementation of center loss on MNIST
MobileID: Face Model Compression by Distilling Knowledge from Neurons
TensorFlow implementation for MobileNetV2
A Tensorflow implementation of MobileNet V2
Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.
72.2% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models
Implementation of model compression with knowledge distilling method.
Models and examples built with TensorFlow
A cheatsheet of modern C++ language and library features.
Replicating AlphaGo's architecture in a readable manner
Generate a file file.wav with the frequency tones indicated by the file.freq file.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.