akamaster / pytorch_resnet_cifar10
Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
☆1,222Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for pytorch_resnet_cifar10
- Classification with PyTorch.☆1,690Updated 4 months ago
- Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,…☆4,272Updated 3 months ago
- mixup: Beyond Empirical Risk Minimization☆1,168Updated 3 years ago
- This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet…☆396Updated 6 years ago
- 95.47% on CIFAR10 with PyTorch☆5,983Updated last year
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆714Updated 5 years ago
- This is the PyTorch implementation of VGG network trained on CIFAR10 dataset☆346Updated 5 years ago
- PyTorch implementation of SENet☆2,283Updated 3 years ago
- Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"☆2,060Updated last year
- Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch☆462Updated 4 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,859Updated last year
- Count the MACs / FLOPs of your PyTorch model.☆4,875Updated 4 months ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,608Updated 2 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,190Updated last year
- Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeN…☆2,624Updated last year
- Flops counter for convolutional networks in pytorch framework☆2,811Updated last month
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,463Updated last year
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆1,933Updated 2 years ago
- Model analyzer in PyTorch☆1,466Updated last year
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,489Updated last year
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆975Updated 3 weeks ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,508Updated 4 years ago
- Pretrained models on CIFAR10/100 in PyTorch☆312Updated last year
- Let's train vision transformers (ViT) for cifar 10!☆535Updated 3 weeks ago
- ResNeSt: Split-Attention Networks☆3,236Updated last year
- Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-…☆2,023Updated this week
- A quickstart and benchmark for pytorch distributed training.☆1,634Updated 3 months ago
- Official Pytorch implementation of CutMix regularizer☆1,224Updated 4 years ago
- SAM: Sharpness-Aware Minimization (PyTorch)☆1,767Updated 8 months ago
- Corruption and Perturbation Robustness (ICLR 2019)☆1,019Updated 2 years ago