AlphaGalileo

Smart segmentation: New LiDAR-Based AI model transforms rubber tree monitoring

A research team has developed a novel deep learning framework, RsegNet, to revolutionize how rubber tree plantations are ...
IEEE

Universal Vessel Segmentation for Multi-Modality Retinal Images

Abstract: We identify two major limitations in the existing studies on retinal vessel segmentation: (1) Most existing works are restricted to one modality, i.e., the Color Fundus (CF). However, ...
GitHub

SanitizeBoundingBoxes does not support Semantic Segmentation mask

I want to use one transform compose to apply data augmentation for my images with both bboxes, bboxes targets and a semantic segmentation mask. But: torchvision.transforms.v2.SanitizeBoundingBoxes ...
GitHub

A production-ready semantic segmentation system built with PyTorch, featuring modern architectures, comprehensive visualization, and an intuitive web interface.

semantic-segmentation-implementation/ ├── src/ # Source code │ ├── __init__.py # Package initialization │ ├── segmentation_model.py # Core model ...
IEEE

Modality Adaptive Representation Network for Efficient RGB-T Semantic Segmentation

Abstract: Due to the modality discrepancies caused by distinct imaging mechanisms, how to extract discriminative features from different modalities is always regarded as one of the key challenges in ...