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Training a MNIST classifier, and use it to compute inception score (ICP)
Object detection via a multi-region & semantic segmentation-aware CNN model
MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd
Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.
Learning What and Where to Draw
Deep Neural Network for object segmentation.
OHEM support for Fast R-CNN
A Versatile and Accurate Monocular SLAM
Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities
Use PyTorch to implement some classic frameworks
Academic papers that I've written
Purdue AUVSI's Visual Inertial Odometry algorithm.
Open source Python module for computer vision
Learned Perceptual Image Patch Similarity (LPIPS) metric and Berkeley-Adobe Perceptual Patch Similarity (BAPPS) dataset
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
Synthesizing and manipulating 2048x1024 images with conditional GANs
Stereo Visual Odometry algorithm through the combination of points and line segments
Probabilistic Modeling Toolkit for Matlab/Octave.
An enterprise-grade open source platform for building, training, and monitoring large scale deep learning applications.
Demo code for PVANet
R-FCN with joint training and python support
Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe
Python Implementation of Collapsed Gibbs Sampling for Latent Dirichlet Allocation (LDA)
pyNetBuilder is a modular pytonic interface with builtin modules for generating popular caffe prototxt network file definitions.
95.16% on CIFAR10 with PyTorch
Classification with PyTorch.
A Port of Fréchet Inception Distance (FID score) to PyTorch
PyTorch for Semantic Segmentation
A simulation for an experiment of my paper work. Focus on encoding & decoding feature vectors of network packets with RNN-RBM & GBRBM
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.