2022.09.14We have supportedH-Deformable-DETR w/ ViT-L (MAE), which achieves56.5AP on COCO val with4-scale feature mapswithout using LSJ (large scale jittering) adopted by the originalViT-Det. We will include the results ofH-Deformable-DETR w/ ViT-L (MAE) + LSJequipped with LSJ soon....
[CVPR2023] This is an official implementation of paper "DETRs with Hybrid Matching". - H-Deformable-DETR/engine.py at master · HDETR/H-Deformable-DETR
Deformable DETR: 基于稀疏空间采样的注意力机制,让DCN与Transformer一起玩! CW不要無聊的風格 為學日益,為道日損。 前言DETR提出后,Transformer就被带到目标检测这边玩起来了,而且还玩出各种花样,你看,这不就来了个可变形的DETR——Deformable DETR(名字倒是挺帅)。看到'Defo…阅读全文 赞同1019 ...
3.同任务预训练策略:作者提出了一种新的预训练方法,专门针对HAT,以充分利用其潜力。 这些创新点使得所提出的方法在超分辨率重建方面的性能显著优于现有技术。 这个图表展示了所提出的混合注意力变换器(HAT)在不同放大倍数(x2, x3, x4)和不同数据集(Urban100和Manga109)上的性能对比。HAT模型与其他最先进模型,...
DETR-DC5+5036.216.339.253.94118770014.011.412.4- Deformable DETR (single scale)5039.420.643.055.534781603.227.042.4config log model Deformable DETR (single scale, DC5)5041.524.145.356.0341282154.322.129.4config log model Deformable DETR5044.527.147.659.6401733256.515.019.4config ...
Deformable-DETR + tricks R50 300 36 49.0 49.0 model H-Deformable-DETR + tricks R50 300 12 48.7 48.5 model H-Deformable-DETR + tricks R50 300 36 50.0 49.9 model Notice that to align with the offical implement of Deformable DETR and other backbones, we do not freeze the stage 1-th in ...
Release Deformable-DETR-R50 pretrained weights. Release DETA and better H-DETR pretrained weights: achieving 50.2 AP and 49.1 AP respectively. Please see changelog.md for details and release history. Installation Please refer to Installation Instructions for the details of installation. Getting Started ...