multi-scale-features 开源项目推荐（14 个）

IBM /CrossViT

Official implementation of CrossViT. https://arxiv.org/abs/2103.14899

lartpang /MINet

CVPR2020，用于显著物体检测的多尺度交互网络

amrzhd /EEG-MSCNN

该项目探讨了多尺度CNN对脑机接口（BCI）系统中脑电信号分类的影响。通过比较EEGNet和MSTNN两个模型的性能，该研究展示了更丰富的时间特征提取如何增强CNN模型对脑电信号进行分类

anthonyweidai /SvANet

[TNNLS 2026] SvANet: Exploiting Scale-Variant Attention for Segmenting Small Medical Objects

rentainhe /TRAR-VQA

[ICCV 2021] Official implementation of the paper "TRAR: Routing the Attention Spans in Transformers for Visual Question Answering"

seorim0 /NUNet-TLS

Nested U-Net with two-level skip connections for speech enhancement

ZhihaoPENG-CityU /MM21---AGCN

The code of AGCN (Attention-driven Graph Clustering Network), which is accepted by ACM MM 2021.

RICKand-MORTY /WeatherRemover

Source Code for WeatherRemover (WeatherRemover: All-in-one Adverse Weather Removal with Multi-scale Feature Map Compression)

Weisily /MCSN

A lightweight multi-scale channel attention network for image super-resolution

acaglayan /MMSNet

Multi-Modal scene recognition using multi-scale encoded features (IMAVIS 2022)

Malga-Vision /CDPM-Align_AcademicPage

Academic page for the paper "CDPM-Align: Multi-Scale Guidance-Aligned Diffusion Pretraining for Robust Few-Shot Anatomical Landmark Detection" accepted at MICCAI 2026.

zeehydr /HyenaMed

Official PyTorch implementation for "HyenaMed: Lightweight Skin Lesion Segmentation via Convolutional Global Context Modeling"

SandeepaInduwaraSamaranayake /SwinVox

A novel hybrid architecture combining CNNs and Swin Transformers, to address limitations in 3D voxel reconstruction.

aidendorian /NeuralStyleTransfer

Neural Style Transfer with PyTorch: Multi-scale pyramid optimization and L-BFGS refinement for high-quality artistic image generation using VGG19.