snap-research / EfficientFormerLinks
EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
☆1,086Updated 2 years ago
Alternatives and similar repositories for EfficientFormer
Users that are interested in EfficientFormer are comparing it to the libraries listed below
Sorting:
- MetaFormer Baselines for Vision (TPAMI 2024)☆492Updated last year
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,354Updated last year
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆550Updated 3 years ago
- [NeurIPS 2022] Official code for "Focal Modulation Networks"☆741Updated 2 years ago
- This is a collection of our NAS and Vision Transformer work.☆1,807Updated last year
- ☆822Updated 2 years ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆928Updated last year
- CVNets: A library for training computer vision networks☆1,926Updated 2 years ago
- This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone" CVPR 2023.☆810Updated 3 years ago
- Code release for ConvNeXt V2 model☆1,873Updated last year
- LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference☆620Updated 3 years ago
- [ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention☆886Updated 3 months ago
- [ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions☆1,436Updated 5 months ago
- [CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Ap…☆399Updated 2 years ago
- [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmen…☆487Updated 2 years ago
- Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022☆1,156Updated last year
- [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers☆440Updated last year
- Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Atte…☆910Updated last year
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022☆583Updated 2 years ago
- Official PyTorch implementation of Fully Attentional Networks☆480Updated 2 years ago
- This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.☆585Updated 2 years ago
- [ICLR2022] official implementation of UniFormer☆886Updated last year
- Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)☆1,435Updated 3 years ago
- [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"☆369Updated last year
- A method to increase the speed and lower the memory footprint of existing vision transformers.☆1,115Updated last year
- RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything☆1,023Updated last year
- TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022☆403Updated 3 years ago
- [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"☆558Updated 3 years ago
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,077Updated 3 years ago
- [CVPR 2023] Code for PConv and FasterNet☆793Updated 2 years ago