apple / ml-mobileone
This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".
☆729Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for ml-mobileone
- EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]☆991Updated last year
- CVNets: A library for training computer vision networks☆1,801Updated last year
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆504Updated 2 years ago
- [NeurIPS 2022] Official code for "Focal Modulation Networks"☆700Updated last year
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆871Updated 7 months ago
- This is a collection of our NAS and Vision Transformer work.☆1,690Updated 3 months ago
- [ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention☆791Updated 5 months ago
- LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference☆602Updated 2 years ago
- ☆811Updated last year
- Official PyTorch implementation of Fully Attentional Networks☆469Updated last year
- Code release for ConvNeXt V2 model☆1,532Updated 3 months ago
- ☆626Updated last year
- Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)☆1,298Updated 4 months ago
- [NeurIPS 2021] You Only Look at One Sequence☆841Updated 2 years ago
- RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything☆803Updated 5 months ago
- MetaFormer Baselines for Vision (TPAMI 2024)☆421Updated 5 months ago
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,297Updated 5 months ago
- [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers☆425Updated 11 months ago
- [ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions☆1,267Updated 8 months ago
- BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training☆393Updated last month
- Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)☆1,355Updated 2 years ago
- ☆311Updated 2 years ago
- ☆331Updated 2 years ago
- [CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segme…☆1,207Updated 11 months ago
- [CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Ap…☆348Updated last year
- PyTorch implementation of EfficientNetV2 family☆460Updated 2 years ago
- [NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation☆470Updated 2 years ago
- Official repo of RepOptimizers and RepOpt-VGG☆254Updated last year
- A method to increase the speed and lower the memory footprint of existing vision transformers.☆971Updated 5 months ago
- TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022☆385Updated 2 years ago