DavidHuang's repositories
.tmux
Oh My Tmux! My pretty + versatile tmux configuration that just works (imho the best tmux configuration)
AI4Animation
Character Animation in Unity3D using Deep Learning and Biologically-Inspired Optimisation
AnnoSystem
This is a simple basic tool for Human Keypoints Annotation. Based on cross platform PyQt5.
annotation_tools
Visipedia Annotation Tools
attention-transfer
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
AutoRCCar
OpenCV Python Neural Network Autonomous RC Car
capsule-networks
A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".
Chainer_Realtime_Multi-Person_Pose_Estimation
Chainer version of Realtime Multi-Person Pose Estiamtion
coco-analyze
A wrapper of the COCOeval class for extended keypoint error estimation analysis.
convisualize_nb
Visualisations for Convolutional Neural Networks in Pytorch
DeepBench
Benchmarking Deep Learning operations on different hardware
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
face-alignment
:fire: 2D and 3D Face alignment library build using pytorch
Falcor
Real-Time Rendering Framework
hourglasstensorlfow
Tensorflow implementation of Stacked Hourglass Networks for Human Pose Estimation
LeetCode-1
:pencil: Python / C++ 11 Solutions of LeetCode Questions
Object-detection
Object detection project for real-time (webcam) and offline (video processing) application.
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt101, ResNet152, InceptionV4, InceptionResnetV2, etc.
pytorch-cifar
95.16% on CIFAR10 with PyTorch
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
pytorch-pose
A PyTorch toolkit for 2D Human Pose Estimation.
Receptive-Field-in-Pytorch
Numerical Computation of Receptive Field in Pytorch
Robust-and-Explainable-Machine-Learning
Related materials for robust and explainable machine learning
tf-pose-estimation
Openpose from CMU implemented using Tensorflow with Custom Architecture for fast inference.
tnt
an abstraction to train neural networks
vrn
:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
Youtube-8M-WILLOW
Kaggle Youtube 8M WILLOW approach