Alternatives and similar repositories for FasterViT

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

• facebookresearch / hiera
  Hiera: A fast, powerful, and simple hierarchical vision transformer.
  ☆979Updated last year
• microsoft / FocalNet
  [NeurIPS 2022] Official code for "Focal Modulation Networks"
  ☆730Updated last year
• snap-research / EfficientFormer
  EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]
  ☆1,043Updated last year
• sail-sg / metaformer
  MetaFormer Baselines for Vision (TPAMI 2024)
  ☆459Updated 11 months ago
• NVlabs / MambaVision
  [CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
  ☆1,353Updated last month
• czczup / ViT-Adapter
  [ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions
  ☆1,367Updated last year
• IDEA-Research / MaskDINO
  [CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segme…
  ☆1,312Updated last year
• NVlabs / GCVit
  [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers
  ☆434Updated last year
• THU-MIG / RepViT
  RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything
  ☆941Updated 10 months ago
• google-research / maxvit
  [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmen…
  ☆472Updated last year
• kyegomez / VisionMamba
  Implementation of Vision Mamba from the paper: "Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Mod…
  ☆452Updated 3 weeks ago
• facebookresearch / ConvNeXt-V2
  Code release for ConvNeXt V2 model
  ☆1,725Updated 8 months ago
• mhamilton723 / FeatUp
  Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024
  ☆1,507Updated 10 months ago
• OpenGVLab / DCNv4
  [CVPR 2024] Deformable Convolution v4
  ☆624Updated 11 months ago
• facebookresearch / ToMe
  A method to increase the speed and lower the memory footprint of existing vision transformers.
  ☆1,051Updated 10 months ago
• Amshaker / SwiftFormer
  [ICCV'23] Official repository of paper SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applicatio…
  ☆280Updated last year
• NVlabs / RADIO
  Official repository for "AM-RADIO: Reduce All Domains Into One"
  ☆1,141Updated 2 weeks ago
• SHI-Labs / Neighborhood-Attention-Transformer
  Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022
  ☆1,115Updated 11 months ago
• IDEA-Research / awesome-detection-transformer
  Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)
  ☆1,340Updated 10 months ago
• LeapLabTHU / DAT
  Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Atte…
  ☆864Updated last year
• NVlabs / ODISE
  Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
  ☆902Updated 10 months ago
• OpenGVLab / VideoMamba
  [ECCV2024] VideoMamba: State Space Model for Efficient Video Understanding
  ☆944Updated 10 months ago
• luca-medeiros / lightning-sam
  Fine-tune Segment-Anything Model with Lightning Fabric.
  ☆539Updated last year
• huawei-noah / VanillaNet
  ☆823Updated last year
• fudan-zvg / SeaFormer
  [ICLR 2023 & IJCV 2025] SeaFormer: Squeeze-enhanced Axial Transformer
  ☆326Updated 3 months ago
• Sense-X / Co-DETR
  [ICCV 2023] DETRs with Collaborative Hybrid Assignments Training
  ☆1,188Updated 4 months ago
• mit-han-lab / efficientvit
  Efficient vision foundation models for high-resolution generation and perception.
  ☆2,842Updated 2 weeks ago
• MzeroMiko / VMamba
  VMamba: Visual State Space Models，code is based on mamba
  ☆2,578Updated 2 months ago
• lucidrains / deformable-attention
  Implementation of Deformable Attention in Pytorch from the paper "Vision Transformer with Deformable Attention"
  ☆338Updated 3 months ago
• DaiShiResearch / TransNeXt
  [CVPR 2024] Code release for TransNeXt model
  ☆521Updated 11 months ago