mustatil 5.4.2

GIS-level AI vision workspace for annotation, YOLO training, geospatial detection, and visual AI pipelines.

Mustatil 5.4.2 PyPI-only Full Install

Mustatil is a GIS-level AI vision workspace for annotation, YOLO training, large-image/geospatial detection, satellite-map detection, model-assisted review, and visual AI pipelines.

This package is prepared as a PyPI-only full install: all declared Python dependencies are normal PyPI dependencies. It does not require a PyTorch extra index URL in the package metadata.

Install

python -m pip install --upgrade pip
python -m pip install mustatil

Start

mustatil

or:

python -m mustatil

Check dependencies

mustatil-check-deps
mustatil-check-gpu

CUDA note

This PyPI-only build declares PyTorch from PyPI and ONNX Runtime GPU from PyPI. ONNX Runtime GPU uses onnxruntime-gpu[cuda,cudnn] on Windows/Linux so CUDA/cuDNN runtime wheels can be pulled from PyPI.

For Windows Torch-CUDA specifically, PyTorch's official install selector normally uses the PyTorch wheel index. A package uploaded to PyPI cannot force pip to use that separate index. Therefore this build is strictly PyPI-only and may use CPU Torch on Windows, while still installing the PyPI ONNX Runtime GPU stack for CUDA inference where supported.

Very large optional model weights such as sam2_b.pt are not bundled because PyPI has a default per-file upload limit. Put such files next to the installed package files or select them manually in the GUI.