wide-resnet.pytorch

Image classifier

PyTorch implementation of wide residual networks for image classification tasks on CIFAR-10 and CIFAR-100 datasets

Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch

GitHub

461 stars
14 watching
129 forks
Language: Python
last commit: almost 5 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
felixgwu/img_classification_pk_pytorch A PyTorch project for comparing image classification models and facilitating quick experiment setup 365
tengshaofeng/residualattentionnetwork-pytorch Implementing a deep learning framework for image classification using Residual Attention Network architecture 680
4uiiurz1/pytorch-res2net Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. 112
dyhan0920/pyramidnet-pytorch An implementation of a deep neural network architecture for image classification tasks 273
prlz77/resnext.pytorch Reproduces ResNet-V3 with PyTorch for computer vision tasks 508
szagoruyko/binary-wide-resnet An implementation of a 1-bit weight neural network architecture using PyTorch 124
xternalz/wideresnet-pytorch An implementation of Wide Residual Networks in PyTorch for efficient deep learning on CIFAR10/100 datasets. 333
lucasjinreal/pytorch_image_classifier An image classification system built using PyTorch, capable of fine-tuning on various models and datasets. 113
d-li14/regnet.pytorch An implementation of a PyTorch-based neural network architecture for image classification tasks. 68
ericsun99/shufflenet-v2-pytorch A PyTorch implementation of a ShuffleNet-v2 neural network architecture for image classification. 430
bigballon/cifar-zoo Provides implementations of CNN architectures and improvement methods for image classification on the CIFAR benchmark. 700
mattmacy/vnet.pytorch A PyTorch implementation of V-Net for volumetric medical image segmentation 694
jhjacobsen/pytorch-i-revnet Deep invertible neural network implementation using PyTorch for image recognition and reconstruction tasks. 389
wizaron/reseg-pytorch A PyTorch implementation of a deep learning model for semantic image segmentation with annotated object parts. 45
bamos/densenet.pytorch An implementation of a deep neural network architecture in PyTorch 832