wangq95's repositories
NYUd2-Toolkit
Tools and tips to process NYUd v2 dataset for Monocular depth estimation task.
SiftGPU_Linux
Compiling and using SiftGPU on Linux OS.
AutoDeeplab
Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation
AutoNL
Code for AutoNL on ImageNet (CVPR2020)
crfasrnn-pytorch
PyTorch implementation of Conditional Random Fields as Recurrent Neural Networks (CRFasRNN), ICCV 2015 for semantic segmentation.
DeepLab-v3-plus-cityscapes
mIOU=80.02 on cityscapes. My implementation of deeplabv3+ (also know as 'Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation' based on the dataset of cityscapes).
DeepLabV3Plus-Pytorch
DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes
deeplearning-models
A collection of various deep learning architectures, models, and tips
DFANet
reimpliment of DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation
efficient_densenet_pytorch
A memory-efficient implementation of DenseNets
fanova
Functional ANOVA
gan-compression
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
Inceptionv4_and_Inception-ResNetv2.PyTorch
A PyTorch implementation of Inception-v4 and Inception-ResNet-v2.
LightNetPlusPlus
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
mmaction
An open-source toolbox for action understanding based on PyTorch
mobilenetv2.pytorch
72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytorch-cifar100
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-deeplab-xception
DeepLab v3+ model in PyTorch. Support different backbones.
pytorch-mobilenet-v3
MobileNetV3 in pytorch and ImageNet pretrained models
pytorch_image_classification
image classification by pytorch
Shufflenet-v2-Pytorch
Perfect implement. Model shared. x0.5 (Top1:60.646) and 1.0x (Top1:69.402).