snap-research / EfficientFormer
EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
☆1,006Updated last year
Alternatives and similar repositories for EfficientFormer:
Users that are interested in EfficientFormer are comparing it to the libraries listed below
- MetaFormer Baselines for Vision (TPAMI 2024)☆437Updated 7 months ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆887Updated 8 months ago
- Code release for ConvNeXt V2 model☆1,584Updated 5 months ago
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,308Updated 7 months ago
- ☆821Updated last year
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆509Updated 3 years ago
- This is a collection of our NAS and Vision Transformer work.☆1,707Updated 5 months ago
- This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".☆744Updated 2 years ago
- [NeurIPS 2022] Official code for "Focal Modulation Networks"☆711Updated last year
- LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference☆606Updated 2 years ago
- [ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention☆813Updated 7 months ago
- [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmen…☆454Updated last year
- [ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions☆1,305Updated 10 months ago
- [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers☆426Updated last year
- [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"☆341Updated 11 months ago
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022☆555Updated last year
- RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything☆872Updated 7 months ago
- Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)☆1,374Updated 2 years ago
- Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022☆1,077Updated 8 months ago
- CVNets: A library for training computer vision networks☆1,818Updated last year
- Official PyTorch implementation of Fully Attentional Networks☆474Updated last year
- Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)☆805Updated 2 years ago
- [ICLR2022] official implementation of UniFormer☆840Updated 9 months ago
- Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Atte…☆819Updated 9 months ago
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".☆942Updated 2 years ago
- A method to increase the speed and lower the memory footprint of existing vision transformers.☆995Updated 7 months ago
- ☆227Updated 2 years ago
- [CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Ap…☆357Updated last year
- [ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers…☆264Updated last year
- Official implementation of PVT series☆1,764Updated 2 years ago