ra1ph2 / Vision-Transformer
Implementation of Vision Transformer from scratch and performance compared to standard CNNs (ResNets) and pre-trained ViT on CIFAR10 and CIFAR100.
☆114Updated last year
Alternatives and similar repositories for Vision-Transformer:
Users that are interested in Vision-Transformer are comparing it to the libraries listed below
- PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 wit…☆191Updated last year
- Let's train vision transformers (ViT) for cifar 10 / cifar 100!☆633Updated last week
- [BMVC 2022] Official repository for "How to Train Vision Transformer on Small-scale Datasets?"☆151Updated last year
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆300Updated 4 years ago
- Compare neural networks by their feature similarity☆359Updated last year
- Vision Transformer Pruning☆57Updated 3 years ago
- Transformers trained on Tiny ImageNet☆54Updated 2 years ago
- A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', …☆176Updated 3 years ago
- Image classification on Tiny ImageNet☆74Updated last year
- pytorch-tiny-imagenet☆175Updated last year
- Pytorch implementation of some vision transformers, trained on CIFAR-10.☆29Updated 3 years ago
- Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.☆73Updated 4 years ago
- PyTorch implementation of Masked Autoencoder☆253Updated last year
- Vision Transformer (ViT) in PyTorch☆836Updated 3 years ago
- Implementation of Visual Transformer for Small-size Datasets☆123Updated 3 years ago
- 🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.☆103Updated 6 years ago
- Pretrained models on CIFAR10/100 in PyTorch☆347Updated 2 years ago
- mini-imagenet and tiny-imagent dataset transformation for traditional classification task and also for the format for few-shot learning /…☆29Updated 2 years ago
- When Does Label Smoothing Help?_pytorch_implementationimp☆124Updated 5 years ago
- The official code of Relevance-CAM☆43Updated last year
- Tiny-ImageNet Classifier using Pytorch☆89Updated 6 years ago
- Testing a model performance for CIFAR10-C☆34Updated 5 years ago
- (Pytorch) Training ResNets on ImageNet-100 data☆57Updated 3 years ago
- Pytorch implementation of various neural network interpretability methods☆117Updated 3 years ago
- ☆71Updated 4 years ago
- Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision☆217Updated 4 years ago
- The official code for our TIP paper 'LayerCAM: Exploring Hierarchical Class Activation Maps for Localization'☆126Updated 3 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆203Updated last year
- Contrastive Predictive Coding for Image Recognition☆33Updated 4 years ago
- An Numpy and PyTorch Implementation of CKA-similarity with CUDA support☆90Updated 3 years ago