tha-santacruz / BayesianUNet
Pytorch Bayesian UNet model for segmentation and uncertainty prediction
☆16Updated 2 years ago
Related projects: ⓘ
- Active Learning for Improved Semi Supervised Semantic Segmentation in Satellite Images☆22Updated 2 years ago
- ResUnetA implementation with pytorch example remote sensing image☆12Updated 3 years ago
- ☆8Updated 9 months ago
- CGGLNet: Semantic Segmentation Network for Remote Sensing Images Based on Category-Guided Global-Local Feature Interaction☆10Updated 3 months ago
- Unet, ResUnet, DenseUnet, SE-ResUnet, Dual Attention ResUnet, Attention Gates ResUnet☆17Updated 3 years ago
- Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.☆18Updated last year
- ☆60Updated 9 months ago
- [BSPC22]The Code of “CGRNet: Contour-Guided Graph Reasoning Network for Ambiguous Biomedical Image Segmentation”☆9Updated 2 years ago
- Continual Barlow Twins (Barlow Twins with EWC implementation)☆13Updated 2 years ago
- Contrastive Distillation for Incremental Class Learning in Semantic Segmentation☆13Updated 2 years ago
- [Remote Sensing] A Swin Transformer-based Encoding Booster Integrated in U-shaped Network☆13Updated 2 years ago
- ☆21Updated 3 years ago
- Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)☆10Updated last year
- Superpixel-enhanced Deep Neural Forest for Remote Sensing Image Semantic Segmentation☆15Updated 3 years ago
- ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation☆17Updated 11 months ago
- Hyperspectral Remote Sensing Benchmark Database for Oil Spill Detection with an Isolation Forest-Guided Unsupervised Detector☆20Updated last year
- Unsupervised Segmentation by applying K-Means clustering to the features generated by Neural Network☆11Updated last year
- ☆22Updated last year
- ☆13Updated last year
- We build a challenging cloud detection dataset called AIR-CD, with higher spatial resolution and more representative landcover types.☆13Updated 3 years ago
- ☆18Updated 3 years ago
- ☆16Updated 3 years ago
- A new architecture of semantic segmentation called Dense-Attention Networks.☆14Updated 5 years ago
- code to select best samples to be used for semi supervised semantic segmentation using Active Learning☆9Updated 3 years ago
- remote sensing scene classification☆10Updated last year
- Codes for the 'Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images'☆38Updated 3 years ago
- A repository for semi supervised image segmentation using Mean Teacher☆30Updated 5 years ago
- SADMA: SAtellite baseD MArine debris detection☆24Updated last year
- Conditional GANs for Semantic Segmentation of Multispectral Satellite Images☆30Updated 6 years ago
- This is a reporitory for releasing a novel DA method for high-resolution remote sensing image!☆12Updated 2 years ago