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Author:
None
License:
MIT License
Copyright (c) 2025 Xiaohao Yang
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated docum...
Summary:
Workflow of reproducible multimodal inference for urban environment evaluation.
Latest version:
0.2.3
Required dependencies:
geopandas
|
huggingface_hub
|
matplotlib
|
mercantile
|
numpy
|
opencv-python
|
pandas
|
pillow
|
pydantic
|
pyproj
|
requests
|
shapely
|
tqdm
Optional dependencies:
accelerate
|
anthropic
|
bitsandbytes
|
build
|
google-genai
|
llama-cpp-python
|
mkdocs
|
mkdocs-autorefs
|
mkdocs-git-revision-date-localized-plugin
|
mkdocs-jupyter
|
mkdocs-material
|
mkdocstrings
|
ollama
|
openai
|
pre-commit
|
pydub
|
pytest
|
pytest-cov
|
ruff
|
torch
|
transformers
|
twine
|
unsloth
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