Alternatives and similar repositories for EfficientFormer

Users that are interested in EfficientFormer are comparing it to the libraries listed below

• apple / ml-mobileone
  This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone" CVPR 2023.
  ☆810Updated 3 years ago
• microsoft / Cream
  This is a collection of our NAS and Vision Transformer work.
  ☆1,806Updated last year
• apple / ml-cvnets
  CVNets: A library for training computer vision networks
  ☆1,918Updated last year
• sail-sg / poolformer
  PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)
  ☆1,355Updated last year
• DingXiaoH / RepLKNet-pytorch
  Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)
  ☆930Updated last year
• chinhsuanwu / mobilevit-pytorch
  A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"
  ☆548Updated 3 years ago
• sail-sg / metaformer
  MetaFormer Baselines for Vision (TPAMI 2024)
  ☆491Updated last year
• huawei-noah / VanillaNet
  ☆823Updated 2 years ago
• facebookresearch / ConvNeXt-V2
  Code release for ConvNeXt V2 model
  ☆1,853Updated last year
• microsoft / FocalNet
  [NeurIPS 2022] Official code for "Focal Modulation Networks"
  ☆741Updated last year
• facebookresearch / LeViT
  LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference
  ☆618Updated 3 years ago
• google-research / maxvit
  [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmen…
  ☆487Updated 2 years ago
• czczup / ViT-Adapter
  [ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions
  ☆1,422Updated 4 months ago
• SHI-Labs / Neighborhood-Attention-Transformer
  Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022
  ☆1,146Updated last year
• NVlabs / FasterViT
  [ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention
  ☆880Updated 3 months ago
• mmaaz60 / EdgeNeXt
  [CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Ap…
  ☆395Updated 2 years ago
• LeapLabTHU / DAT
  Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Atte…
  ☆903Updated last year
• microsoft / CvT
  This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.
  ☆583Updated 2 years ago
• NVlabs / GCVit
  [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers
  ☆440Updated last year
• microsoft / CSWin-Transformer
  CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022
  ☆584Updated last year
• Sense-X / UniFormer
  [ICLR2022] official implementation of UniFormer
  ☆882Updated last year
• THU-MIG / RepViT
  RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything
  ☆1,013Updated last year
• NVlabs / FAN
  Official PyTorch implementation of Fully Attentional Networks
  ☆480Updated 2 years ago
• microsoft / SimMIM
  This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
  ☆998Updated 3 years ago
• facebookresearch / MaskFormer
  Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)
  ☆1,433Updated 3 years ago
• chinhsuanwu / coatnet-pytorch
  A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes"
  ☆391Updated 4 years ago
• microsoft / Focal-Transformer
  [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"
  ☆559Updated 3 years ago
• hustvl / TopFormer
  TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022
  ☆402Updated 2 years ago
• facebookresearch / ToMe
  A method to increase the speed and lower the memory footprint of existing vision transformers.
  ☆1,108Updated last year
• dingmyu / davit
  [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"
  ☆368Updated last year