zhaoxiandong's repositories
PlotNeuralNet
Latex code for making neural networks diagrams
mshadow
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
Cpp-Primer
C++ Primer 5 answers
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Embedded-Neural-Network
collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning
gluon-cv
Gluon CV Toolkit
CS231
My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition
AnalyticalScaleForIntegerQuantization
Example for applying Gaussian and Laplace clipping on activations of CNN.
mxnet-yolo
YOLO: You only look once real-time object detector
VideoSuperResolution
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
mmdetection
Open MMLab Detection Toolbox
MobileNet-SSD
Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.
darknet
Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)
nasbot
Neural Architecture Search with Bayesian Optimisation and Optimal Transport
pytorch-caffe-darknet-convert
convert between pytorch, caffe prototxt/weights and darknet cfg/weights
WAGE
Code example for the ICLR 2018 oral paper
task1-PedestrianDetection
视频处理分析的task
pytorch-weight-prune
Pytorch version for weight pruning for Murata Group's CREST project
ESPCN-TensorFlow
An implementation of the Efficient Sub-Pixel Convolutional Neural Network in TensorFlow
caffe2
Caffe2 is a lightweight, modular, and scalable deep learning framework.
cnn-text-classification-pytorch
CNNs for Sentence Classification in PyTorch
CIFAR-10_PyTorch
Implement MobileNets architecture in PyTorch using the CIFAR 10 dataset
pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)