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22 search results found

Efficient Ai Backbones ⭐ 3,770

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

Cream ⭐ 1,446

This is a collection of our NAS and Vision Transformer work.

Efficientvit ⭐ 732

EfficientViT is a new family of vision models for efficient high-resolution vision.

Fastervit ⭐ 539

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

Openmixup ⭐ 538

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

Tensorflow Image Models ⭐ 273

TensorFlow port of PyTorch Image Models (timm) - image models with pretrained weights.

This is an official implementation for "Contextual Transformer Networks for Visual Recognition".

Vitae Transformer ⭐ 187

The official repo for [NeurIPS'21] "ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias" and [IJCV'22] "ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond"

Vision Transformer Pytorch ⭐ 164

Pytorch version of Vision Transformer (ViT) with pretrained models. This is part of CASL (https://casl-project.github.io/) and ASYML project.

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

Imagenetmodel ⭐ 101

Official ImageNet Model repository

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Ceit Pytorch ⭐ 84

Implementation of Convolutional enhanced image Transformer

Patchmix ⭐ 68

The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"

Sota Backbones ⭐ 64

A collection of SOTA Image Classification Models in PyTorch

The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"

Adversarial Automixup ⭐ 21

Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)

Vicinity Vision Transformer ⭐ 12

[TPAMI 2023] This is an official implementation for "Vicinity Vision Transformer".

[ICML 2023] Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN

Locally Sag Transformer ⭐ 8

Official Pytorch implementation of the paper: "Locally Shifted Attention With Early Global Integration"

[NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions

Qtclassification ⭐ 7

A lightweight and extensible toolbox for image classification

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