#segmentation

Segment Anything for Microscopy

Feature flags, experiments, and remote config management with version control

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation

panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps

Perception evaluation toolkit in Rust with Python bindings. A pycocotools drop-in for COCO, LVIS, and Open Images detection metrics, up to 36× faster, plus TIDE error analysis, confusion matrices, calibration, model comparison, and a dataset browser.

A browser-based tool for image annotation