samcw / ResNet18-PytorchLinks
A model demo which uses ResNet18 as the backbone to do image recognition tasks.Using Pytorch.
☆60Updated 4 years ago
Alternatives and similar repositories for ResNet18-Pytorch
Users that are interested in ResNet18-Pytorch are comparing it to the libraries listed below
Sorting:
- Implementation of Conv-based and Vit-based networks designed for CIFAR.☆71Updated 2 years ago
- [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"☆176Updated 6 months ago
- Pytorch implementation of some vision transformers, trained on CIFAR-10.☆29Updated 3 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)☆255Updated last month
- Unofficial implementations of some classical CNN backbones with pytorch☆169Updated 3 years ago
- PyTorch implements `Deep Residual Learning for Image Recognition` paper.☆44Updated last week
- PyTorch implementation of "Distilling the Knowledge in a Neural Network"☆67Updated 3 years ago
- Training LeNet, VGG, ResNet, DenseNet on CIFAR10 with PyTorch.☆23Updated 6 years ago
- Pytorch ViT for Image classification on the CIFAR10 dataset☆43Updated 3 years ago
- A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', …☆178Updated 3 years ago
- Vision Transformer Pruning☆57Updated 3 years ago
- 蜻蜓点论文 Think不Clear, 论文解读视频上传B站, youtube, 西瓜视频(同步到抖音)☆244Updated last year
- VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset☆87Updated 5 years ago
- This repository periodicly updates the MTL paper and resources☆56Updated 2 months ago
- Pytorch Implementation of AlexNet☆206Updated last year
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆146Updated 2 years ago
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆125Updated last year
- Demonstration of transfer of knowledge and generalization with distillation☆55Updated 6 years ago
- ☆126Updated 4 years ago
- A demo of image classification with PyTorch DDP (DistributedDataParallel) and AMP (Automatic Mixed Precision) modules.☆68Updated last year
- Pytorch implementation of Masked Auto-Encoder☆40Updated 3 years ago
- Code for 'Multi-level Logit Distillation' (CVPR2023)☆65Updated 9 months ago
- Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)☆79Updated 4 years ago
- A simple reimplement Online Knowledge Distillation via Collaborative Learning with pytorch☆49Updated 2 years ago
- Implementation of Swin Transformer with Pytorch☆112Updated 4 years ago
- Let's train vision transformers (ViT) for cifar 10 / cifar 100!☆651Updated last month
- Code for Paper "Self-Distillation from the Last Mini-Batch for Consistency Regularization"☆40Updated 2 years ago
- Deep Learning Theory and Practice☆24Updated last year
- [CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".☆97Updated 3 years ago
- Distilling Knowledge via Intermediate Classifiers☆15Updated 3 years ago