Yolov11 Python Packages

recrystal

A layout parser for research papers: PDF in, ordered typed blocks out. Fine-tuned YOLO11 detection over onnxruntime, PyMuPDF words, column-aware assembly. Loses 24 of 400 answer spans against Docling's 48 and PyMuPDF4LLM's 61, and parses 2.88× faster than Docling, on 514 papers. AGPL-3.0.

uitag

Set-of-Mark detection pipeline for macOS — Apple Vision, YOLO11, and VLM on MLX. Transforms screenshots into numbered element maps and structured JSON manifests.

yolo-mslesseg

End-to-end pipeline for the automatic segmentation and evaluation of multiple sclerosis lesions in MRI images, built upon YOLOv11n-seg.

somflow

Set-of-Mark detection pipeline for macOS — Apple Vision, YOLO11, and VLM on MLX. Transforms screenshots into numbered element maps and structured JSON manifests.

hawkeyezero

Hawkeye-Zero, model to detect 11 diffrent classes of space debris.

yolomosaic

A Python library for visualizing YOLO detections and segmented instances on large orthomosaic images, with the ability to generate shapefiles for GIS integration

usls

A Rust library integrated with ONNXRuntime, providing a collection of Computer Vison and Vision-Language models such as YOLO, FastVLM, and more.