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Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)
Hi, I also recommend add Swin-transformer.
This model published in 2021 ICCV and commonly use for backbone model. Swin-transformer
Thank you for sharing this collection of papers
I also made a paper collection list about vision attention and transformer:
https://github.com/cmhungsteve/Awesome-Transformer-Attention
Feel free to check and share it!
I will also be appreciative if you can add a link to my repo.
Thank you
Hi, Thanks for good repo.
I recommend to add pyramid vision transformer(PVT) which was published in 2021 ICCV PVT repo.
And there is also PVTv2 which is PVT version2.
Have a nice day :)
Hi! Both works use kernels (simular to object query) to build unified and end-to-end segmentation models for images and video.
K-Net, NeurIPS 2021. https://arxiv.org/abs/2106.14855
Video K-Net, CVPR-2022. https://arxiv.org/abs/2204.04656
Hi,
Thanks for this great repo. A paper I particularly liked is YOLOS: https://github.com/hustvl/YOLOS.
It basically shows that you can replace the convolutional backbone + encoder-decoder Transformer by just a single Transformer encoder.
Maybe you can add it as well? :)
Thanks to your invaluable contributions, we've developed a consolidated repository dedicated exclusively to tracking the latest advancements in transformer-based object detection methods.
https://github.com/mindgarage-shan/transformer_object_detection_survey
Feel free to check and share it!
It would be great if you could add a link to our Repository and Survey Paper.
Thanks a lot!
Dear IDEA research team,
Thanks for organizing such fantastic repo on detection transformer.
Is it possible to add our Cascade-DETR in ICCV'23? Also, we are also interested to involve in the development of DETRX (https://github.com/IDEA-Research/detrex) if possible.
Cascade-DETR: Delving into High-Quality Universal Object Detection
Mingqiao Ye, Lei Ke, Siyuan Li, Yu-Wing Tai, Chi-Keung Tang, Martin Danelljan, Fisher Yu.
ICCV 2023. [paper] [code]
Thanks a lot.
Paper is here:
Recurrent Glimpse-based Decoder for Detection with Transformer
https://arxiv.org/abs/2112.04632
Code is here:
https://github.com/zhechen/Deformable-DETR-REGO
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