Bingmang / pytorch-cifar10-notebook
Training LeNet, VGG, ResNet, DenseNet on CIFAR10 with PyTorch.
☆19Updated 5 years ago
Alternatives and similar repositories for pytorch-cifar10-notebook:
Users that are interested in pytorch-cifar10-notebook are comparing it to the libraries listed below
- Pytorch implementation of some vision transformers, trained on CIFAR-10.☆29Updated 3 years ago
- A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', …☆168Updated 2 years ago
- Let's train vision transformers (ViT) for cifar 10!☆574Updated last month
- Pytorch ViT for Image classification on the CIFAR10 dataset☆34Updated 2 years ago
- ☆123Updated 4 years ago
- Implementation of Conv-based and Vit-based networks designed for CIFAR.☆71Updated 2 years ago
- This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet…☆406Updated 6 years ago
- pytorch and cifar10☆214Updated 3 years ago
- Learning and Building Convolutional Neural Networks using PyTorch☆203Updated 2 years ago
- Implementation of Vision Transformer from scratch and performance compared to standard CNNs (ResNets) and pre-trained ViT on CIFAR10 and …☆106Updated 9 months ago
- Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.☆1,247Updated 7 months ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆826Updated last year
- A model demo which uses ResNet18 as the backbone to do image recognition tasks.Using Pytorch.☆55Updated 4 years ago
- Pytorch实现:使用ResNet18网络训练Cifar10数据集,测试集准确率达到95.46%(从0开始,不使用预训练模型)☆212Updated last month
- Unofficial implementations of some classical CNN backbones with pytorch☆165Updated 3 years ago
- A simple reimplement Online Knowledge Distillation via Collaborative Learning with pytorch☆47Updated 2 years ago
- VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset☆87Updated 4 years ago
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆140Updated 2 years ago
- Vision Transformer Pruning☆54Updated 3 years ago
- PyTorch implementation of "Distilling the Knowledge in a Neural Network"☆68Updated 3 years ago
- Awesome Fine-grained Visual Classification☆218Updated last year
- Pretrained models on CIFAR10/100 in PyTorch☆331Updated last year
- A PyTorch implementation of VGG16. This could be considered as a variant of the original VGG16 since BN layers are added after each conv…☆182Updated 4 years ago
- An unofficial implementation of 《Deep Mutual Learning》 by Pytorch to do classification on cifar100.☆163Updated 4 years ago
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆222Updated last year
- Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.☆193Updated last year
- Official implementation for (Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching, AAAI-2021)☆117Updated 3 years ago
- Implementation of Visual Transformer for Small-size Datasets☆117Updated 2 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...☆42Updated 4 years ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆726Updated 5 years ago