Yang Liu's Projects
Autonomous Driving User Machine Interface
Quick attempt at a panoptic segmentation model
COCO API - Dataset @ http://cocodataset.org/
PyTorch implementations of deep reinforcement learning algorithms and environments
PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Easy Panoptic Segmentation implement in mmdet
Enhanced CNN for image denoising (CAAI2019)
Computing the information content of trained neural networks
Official pytorch Code for CVPR2019 paper "Fast Human Pose Estimation" https://arxiv.org/abs/1811.05419
generalized mix up
This Unity plugin makes the HoloLens video camera frames available to a Unity app in real time. This enables Unity devs to easily use the HoloLens camera for computer vision (or anything they want).
This is effectively part of the existing HoloToolkit, but is the repo that will contain all Unity specific components.
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
IRCNN Image denoise
Yang Liu @ CNS Caltech
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines
Models and examples built with TensorFlow
Pytorch code for the Nero optimiser.
PANet for Instance Segmentation and Object Detection
PKU_360 Team's fuse code! This code is used to fuse the semantic segmentation result and instance segmentation result. We won the third place in COCO2018 panoptic segmentation.
95.16% on CIFAR10 with PyTorch
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
Clone a voice in 5 seconds to generate arbitrary speech in real-time
ResNeSt: Split-Attention Networks
SAM: Sharpness-Aware Minimization (PyTorch)
Seamless Scene Segmentation
Official Repository for Soft Augmentation