bearpaw / pytorch-classification
Classification with PyTorch.
☆1,694Updated 5 months ago
Alternatives and similar repositories for pytorch-classification:
Users that are interested in pytorch-classification are comparing it to the libraries listed below
- PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet☆1,367Updated 2 years ago
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,468Updated last year
- PyTorch implementation of SENet☆2,293Updated 3 years ago
- A CV toolkit for my papers.☆2,043Updated 6 months ago
- Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeN…☆2,627Updated 2 years ago
- Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.☆1,229Updated 5 months ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆721Updated 5 years ago
- mixup: Beyond Empirical Risk Minimization☆1,170Updated 3 years ago
- Improving Convolutional Networks via Attention Transfer (ICLR 2017)☆1,446Updated 6 years ago
- A memory-efficient implementation of DenseNets☆1,522Updated last year
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,874Updated last year
- Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,…☆4,305Updated 4 months ago
- Codebase for Image Classification Research, written in PyTorch.☆2,141Updated 8 months ago
- Model analyzer in PyTorch☆1,468Updated last year
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,596Updated 3 years ago
- A PyTorch implementation of MobileNet V2 architecture and pretrained model.☆1,379Updated 5 years ago
- Synchronized Batch Normalization implementation in PyTorch.☆1,500Updated 3 years ago
- Reproduces ResNet-V3 with pytorch☆510Updated 4 years ago
- PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)☆1,750Updated last year
- A PyTorch implementation of DenseNet.☆833Updated 6 years ago
- Official Pytorch implementation of CutMix regularizer☆1,221Updated 4 years ago
- 95.47% on CIFAR10 with PyTorch☆6,029Updated last year
- Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"☆2,068Updated last year
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,191Updated last month
- My best practice of training large dataset using PyTorch.☆1,088Updated 6 months ago
- Fine-tune pretrained Convolutional Neural Networks with PyTorch☆725Updated 3 months ago
- Flops counter for convolutional networks in pytorch framework☆2,825Updated 2 months ago
- Implementation of Non-local Block.☆1,573Updated last year
- ResNeSt: Split-Attention Networks☆3,244Updated last year
- a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results☆860Updated 3 years ago