EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
☆1,109Aug 13, 2023Updated 2 years ago
Alternatives and similar repositories for EfficientFormer
Users that are interested in EfficientFormer are comparing it to the libraries listed below
Sorting:
- CVNets: A library for training computer vision networks☆1,967Oct 30, 2023Updated 2 years ago
- Code release for ConvNeXt model☆6,300Jan 8, 2023Updated 3 years ago
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,367Jun 1, 2024Updated last year
- [ICCV'23] Official repository of paper SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applicatio…☆311Jul 18, 2025Updated 7 months ago
- [CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Ap…☆411Jul 25, 2023Updated 2 years ago
- Code release for ConvNeXt V2 model☆1,975Aug 14, 2024Updated last year
- Official PyTorch implementation of Fully Attentional Networks☆482Mar 31, 2023Updated 2 years ago
- [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"☆357Dec 14, 2022Updated 3 years ago
- RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything☆1,065Jun 14, 2024Updated last year
- This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone" CVPR 2023.☆817Jul 25, 2022Updated 3 years ago
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆565Jan 16, 2022Updated 4 years ago
- This is a collection of our NAS and Vision Transformer work.☆1,823Jul 25, 2024Updated last year
- [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions☆2,793Mar 25, 2025Updated 11 months ago
- Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.☆4,386Mar 15, 2025Updated 11 months ago
- Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)☆1,450Mar 11, 2022Updated 3 years ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,458Feb 10, 2023Updated 3 years ago
- Efficient vision foundation models for high-resolution generation and perception.☆3,243Sep 5, 2025Updated 5 months ago
- Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".☆1,999Mar 21, 2024Updated last year
- [ICLR2022] official implementation of UniFormer☆896Mar 29, 2024Updated last year
- LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference☆623Aug 27, 2022Updated 3 years ago
- Official DeiT repository☆4,325Mar 15, 2024Updated last year
- Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022☆1,174May 15, 2024Updated last year
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,397Feb 23, 2026Updated last week
- A method to increase the speed and lower the memory footprint of existing vision transformers.☆1,170Jun 17, 2024Updated last year
- MetaFormer Baselines for Vision (TPAMI 2024)☆495Jun 1, 2024Updated last year
- Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"☆3,249Jul 29, 2024Updated last year
- [ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention☆906Jul 22, 2025Updated 7 months ago
- [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers☆446Dec 22, 2023Updated 2 years ago
- [NeurIPS 2022] Official code for "Focal Modulation Networks"☆751Nov 7, 2023Updated 2 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆15,716Jul 24, 2024Updated last year
- Official implementation of PVT series☆1,887Oct 27, 2022Updated 3 years ago
- ☆276Oct 6, 2022Updated 3 years ago
- [CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation☆1,701Oct 3, 2024Updated last year
- Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)☆869Nov 22, 2022Updated 3 years ago
- Grounded Language-Image Pre-training☆2,572Jan 24, 2024Updated 2 years ago
- ☆816Jul 30, 2022Updated 3 years ago
- EVA Series: Visual Representation Fantasies from BAAI☆2,647Aug 1, 2024Updated last year
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,986Jun 16, 2024Updated last year
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆702Dec 24, 2021Updated 4 years ago