Kapoorlabs

KapoorLabs develops innovative bioimage analysis tools focused on understanding the physics of developing biological systems. The organization works one-on-one with researchers worldwide to create customized analysis pipelines for questions that standard tools cannot address. Its services include in-house high-performance computing and storage, custom 3D image segmentation and tracking, and model training using bespoke PyTorch Lightning-based tools. KapoorLabs also develops analysis software that converts image data into structured datasets, applies AI models to quantify cell fate, and uses concepts from topology and non-equilibrium statistical physics to investigate underlying biological processes.

Projects follow a monthly paid-service model: after reviewing the data and discussing goals, KapoorLabs provides a proposed timeline and cost estimate, then processes the data using its computing resources. The site also shares a signature workflow for cell-fate quantification using morphodynamic features, published workflow materials, and research publications spanning bioimage analysis, developmental biology, and theoretical physics. KapoorLabs supports learning through lectures, tutorials, and books, and provides access to code and tools through platforms including GitHub, Zenodo, and Fiji and Napari plugin collections.