IEEE

Data Augmentation With Flickering Backgrounds and Instances for Instance Segmentation

Abstract: Data augmentation (DA) tailored to instances is vital for instance segmentation to improve model robustness and accuracy without high manual annotation costs. Existing erasing methods risk ...
GitHub

HISDF (Human Instance, Skeleton, and Depth Fusion) is a unified model that fuses human instance segmentation, skeletal structure estimation, and depth prediction to achieve ...

Multitask inference that combines person detection, attribute estimation, skeleton keypoints, and per-pixel depth from a single forward pass. Instance segmentation masks and keypoint overlays with ...
IEEE

Cell Instance Segmentation: The Devil Is in the Boundaries

Abstract: State-of-the-art (SOTA) methods for cell instance segmentation are based on deep learning (DL) semantic segmentation approaches, focusing on distinguishing foreground pixels from background ...
GitHub

Fatal Python error: Segmentation fault for MACOS 15.6.1 for a correct python code fragment

I've run Python 3.10.18 with SQL Alchemy 1.4.39 to create a connection to MS SQL Server DB on macOS 15.6.1 and I get the error: Extension modules: charset_normalizer.md, google._upb._message, ...