MaitreChen / MedGAN-ResLite
一个用于肺炎图像分类的方法,采用DSHNet生成少类样本数据,解决数据不平衡的问题,然后利用RSFNet进行分类,最后结合剪枝策略实现轻量化!MedGAN-ResLite-V3 will be released! Stay tuned!❤
☆22Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for MedGAN-ResLite
- fpn_resnet、resnet-se、resnet-cbam☆32Updated 4 years ago
- 可视化神经网络☆37Updated 2 years ago
- ☆69Updated 3 months ago
- pytorch resnet image-classification☆19Updated 2 years ago
- PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, Google…☆54Updated 5 months ago
- Classification with backbone Resnet and attentions: SE-Channel Attention, BAM - (Spatial Attention, Channel Attention, Joint Attention), …☆57Updated 4 years ago
- ☆46Updated last year
- 2D and 3D(volume) verison of Residual Attention Network☆18Updated 3 years ago
- ResNet50 猫狗数据集训练☆25Updated 3 years ago
- Official implementation of "Exploiting Scale-Variant Attention for Segmenting Small Medical Objects"☆39Updated last month
- ⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects☆49Updated 3 years ago
- PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning☆17Updated 2 years ago
- Gluon implementation of channel-attention modules: SE, ECA, GCT☆37Updated 3 years ago
- a baseline for defect segmentation☆29Updated 4 years ago
- ☆13Updated 2 years ago
- ☆93Updated 3 years ago
- 通过将残差网络作为编码器,改进UNet ( improving the unet by using the resnet as the encoder )☆12Updated 4 years ago
- ☆47Updated last year
- 基于SwinUNet论文复现☆16Updated 2 years ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆59Updated 2 years ago
- 基于Swin-transformer训练图像分类并部署web端☆83Updated 2 years ago
- PyTorch for classification《 Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition》☆19Updated 5 years ago
- ☆10Updated 8 months ago
- ☆59Updated 11 months ago
- ☆10Updated 3 years ago
- ☆151Updated 3 years ago
- 使用sift算法提取图像特征点,然后利用KMeans算法特征点进行聚类,然后进行匹配来实现基于内容的图像分类器☆18Updated 4 years ago
- A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation☆41Updated 5 months ago
- This repository contains the official code of DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation☆75Updated 11 months ago
- Pytorch implement of 3D attention modules☆21Updated 2 years ago