hysts / pytorch_image_classification
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
☆1,388Updated 3 years ago
Alternatives and similar repositories for pytorch_image_classification:
Users that are interested in pytorch_image_classification are comparing it to the libraries listed below
- Classification with PyTorch.☆1,719Updated 9 months ago
- PyTorch implementation of SENet☆2,313Updated 4 years ago
- Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeN…☆2,655Updated 2 years ago
- Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.☆1,263Updated 9 months ago
- Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,…☆4,458Updated 8 months ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆724Updated 6 years ago
- ResNeSt: Split-Attention Networks☆3,246Updated 2 years ago
- A CV toolkit for my papers.☆2,047Updated 3 months ago
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,480Updated last year
- Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"☆2,119Updated 2 years ago
- mixup: Beyond Empirical Risk Minimization☆1,177Updated 3 years ago
- PyTorch implementation of CNNs for CIFAR benchmark☆704Updated 4 years ago
- pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...☆744Updated 4 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,223Updated 5 months ago
- 95.47% on CIFAR10 with PyTorch☆6,110Updated 2 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,921Updated last year
- Synchronized Batch Normalization implementation in PyTorch.☆1,499Updated 3 years ago
- Implementation of Non-local Block.☆1,571Updated last year
- Count the MACs / FLOPs of your PyTorch model.☆4,964Updated 8 months ago
- This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet…☆415Updated 6 years ago
- Deformable ConvNets V2 (DCNv2) in PyTorch☆1,459Updated 2 years ago
- A curated list of deep learning image classification papers and codes☆2,921Updated 2 years ago
- Squeeze-and-Excitation Networks☆3,470Updated 6 years ago
- A memory-efficient implementation of DenseNets☆1,529Updated last year
- Flops counter for convolutional networks in pytorch framework☆2,869Updated 2 months ago
- Official Pytorch implementation of CutMix regularizer☆1,228Updated 4 years ago
- Non-official implement of Paper：CBAM: Convolutional Block Attention Module☆1,376Updated last year
- (ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"☆1,088Updated 2 years ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,376Updated 2 years ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,052Updated 2 years ago