🩺 Enable real-time segmentation of multimodal biomedical images with the light-weight CFPNet-M network for improved medical analysis and diagnostics.

🏦 Build a complete data engineering workflow for a banking system, showcasing ETL processes, data transformations, and an interactive financial dashboard.

🌐 Explore 3D computer vision with Open3D and RealSense for point cloud processing, plane detection, and real-time object detection.

Generate a diverse dataset of 100 face-swapped images using the Inswapper model for training robust face-swap detection classifiers. 🖼️🔍

Pytorch Implementation of "SMITE: Segment Me In TimE" (ICLR 2025)

Slicer extensions index

Extract ROIs (e.g. nerves, blood vessels) from multi-terabyte cloud-hosted medical scans.

a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

[CVPR 2025] Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving

UNet++ Semantic Segmentation on Multispectral Satellite Imagery

PointEdgeSegNet: Lightweight 3D Point Cloud Segmentation for large scale dataset

3D medical imaging reconstruction software

UNRAVEL: UN-biased high-Resolution Analysis and Validation of Ensembles using Light sheet images

Omnipose: a high-precision solution for morphology-independent cell segmentation

AI-powered max-tree based source detection and parameter extraction software for astronomical image data processing.

the automatic annotation and analysis of speech

Easy Volumetric Segmentation with Deep Learning

vMambaX: Context-Gated Cross-Modal Perception with Visual Mamba for PET-CT Lung Tumor Segmentation

Script to run train 3D CNN to predict tumour region-of-interest from 3D RSOM images.

Lightweight segmentation toolkit for fine-grained and multi-part segmentation of grayscale 2D/3D images, with napari support.