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Author:
None
License:
GPL-3.0-or-later
Summary:
Geospatial Vision-Language Model analysis for street-level imagery. Download Mapillary images by location and generate structured descriptions using VLMs.
Latest version:
0.3
Required dependencies:
accelerate
|
chromadb
|
esda
|
faiss-cpu
|
geopandas
|
haversine
|
libpysal
|
matplotlib
|
numpy
|
opencv-python
|
pandas
|
pillow
|
pyarrow
|
qwen-vl-utils
|
requests
|
scikit-image
|
scikit-learn
|
shapely
|
streetlevel
|
torch
|
tqdm
|
transformers
|
vllm
|
zensvi
Optional dependencies:
black
|
mypy
|
pytest
|
pytest-cov
|
ruff
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