Partial network structure record

Enhanced receptive field SPP, ASPP, RFB, PPM

Enhanced receptive field SPP, ASPP, RFB, PPM_yx868xy's blog-CSDN blog

Good article on graph neural network at ICLR 2023

Good articles on graph neural networks at ICLR 2023 - Zhihu (zhihu.com)

More CVPR 2023 papers and open source projects

amusi/CVPR2023-Papers-with-Code: CVPR 2023 papers and open source project collection (github.com)

Huawei Noah proposes VanillaNet: The power of minimalism in deep learning

Selected for CVPR 2023 papers and open source projects

Huawei Noah proposes VanillaNet: The power of minimalism in deep learning - Zhihu (zhihu.com)

See Zhihu for code and documentation

CVPR 2022 | Mobile-Former is here! Microsoft proposes: MobileNet+Transformer lightweight parallel network

CVPR 2022 | Mobile-Former is here! Microsoft proposes: MobileNet+Transformer lightweight parallel network - Zhihu (zhihu.com)

CVPR 2022 | Huazhong University of Science and Technology & Tencent open source TopFormer: Transformer for mobile semantic segmentation

http://t.csdn.cn/ogS3M

PPM Pyramid Pooling Module-PSPNet

Article address and source code: http://t.csdn.cn/ZzDah

GFF: Gated Full Fusion for Semantic Segmentation

Publication time: 2020-02

Paper link: [1904.01803] GFF: Gated Full Fusion for Semantic Segmentation (arxiv.org)

Interpretation of the paper: http://t.csdn.cn/TwTKc

Code address: https://github.com/lxtGH/DecoupleSegNets

DecoupleSegNets

Interpretation of the article: DecoupleSegNets learning summary_decouple model lane lines_Xiao Tian Yao Run's blog-CSDN blog

Code address: https://github.com/lxtGH/DecoupleSegNets

Change the UNet encoding part to MobileNet

UNet semantic segmentation model based on MobileNet_unet replaces backbone_steven.yan's blog-CSDN blog

Top Issue TIP 2023 | CFP: Plug-and-play multi-scale fusion module helps effectively increase detection and segmentation tasks!

Article Interpretation: Top Issue TIP 2023 | CFP: Plug-and-play multi-scale fusion module helps to effectively increase detection and segmentation tasks! - Know almost

Code address: CFPNet: Centralized Feature Pyramid for Object Detection (github.com)

MobileNet v3

Article interpretation:

The first choice for lightweight skeleton: MobileNetV3 complete analysis - Zhihu (zhihu.com)

Code address: https://github.com/xiaolai-sqlai/mobilenetv3

Network structure of Small version and Large version

Vision Transformer（ViT）

Vision Transformer (ViT) PyTorch code full analysis (with diagrams)_vit code_Adenialzz's blog-CSDN blog

Optic disc perception combined network for glaucoma screening

Optic disc perception combination network for glaucoma screening using fundus images - Zhihu (zhihu.com)