snap-research / EfficientFormer
EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
☆975Updated last year
Related projects: ⓘ
- Code release for ConvNeXt V2 model☆1,467Updated last month
- This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".☆721Updated 2 years ago
- MetaFormer Baselines for Vision (TPAMI 2024)☆400Updated 3 months ago
- This is a collection of our NAS and Vision Transformer work.☆1,655Updated last month
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,281Updated 3 months ago
- [NeurIPS 2022] Official code for "Focal Modulation Networks"☆684Updated 10 months ago
- [ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions☆1,215Updated 6 months ago
- [ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention☆763Updated 3 months ago
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆493Updated 2 years ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆860Updated 4 months ago
- ☆809Updated 11 months ago
- Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)☆1,336Updated 2 years ago
- Official implementation of PVT series☆1,708Updated last year
- Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Atte…☆763Updated 5 months ago
- CVNets: A library for training computer vision networks☆1,764Updated 10 months ago
- Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)☆1,260Updated 2 months ago
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022☆539Updated 10 months ago
- LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference☆596Updated 2 years ago
- [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"☆321Updated 7 months ago
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".☆916Updated last year
- [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers☆421Updated 8 months ago
- [ICLR2022] official implementation of UniFormer☆816Updated 5 months ago
- Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022☆1,040Updated 4 months ago
- [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmen…☆435Updated last year
- [CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segme…☆1,153Updated 8 months ago
- Official PyTorch implementation of Fully Attentional Networks☆464Updated last year
- This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.☆541Updated last year
- A method to increase the speed and lower the memory footprint of existing vision transformers.☆934Updated 3 months ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"☆805Updated 2 years ago
- RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything☆738Updated 3 months ago