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web-vest


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Author: Cantay Caliskan, Joyce Zhang, Mark Kimani, Mertkan Karaaslan, Niels Weisbeek
License: MIT
Summary: Visual Element-based Saliency Toolkit for multimodal webpage saliency extraction and scoring.
Latest version: 0.1.1
Required dependencies: beautifulsoup4 | deep-translator | gdown | lingua-language-detector | mineru | networkx | numpy | opencv-python | pandas | pillow | playwright | requests | torch | torchvision | transformers
Optional dependencies: accelerate | aiofiles | aiohappyeyeballs | aiohttp | aiosignal | albucore | albumentations | annotated-doc | annotated-types | antlr4-python3-runtime | anyio | attrs | av | beautifulsoup4 | boto3 | botocore | brotli | certifi | cffi | charset-normalizer | click | colorlog | contourpy | cryptography | cycler | datasets | deep-translator | dill | distro | doclayout_yolo | einops | fast-langdetect | fastapi | fasttext-predict | ffmpy | filelock | flatbuffers | fonttools | frozenlist | fsspec | ftfy | gdown | gradio | gradio_client | gradio_pdf | groovy | h11 | hf-xet | httpcore | httpx | httpx-retries | huggingface_hub | idna | imageio | jinja2 | jiter | jmespath | json_repair | kiwisolver | lazy_loader | lingua-language-detector | loguru | magika | markdown-it-py | markupsafe | matplotlib | mdurl | mineru | mineru_vl_utils | mlx | mlx-lm | mlx-metal | mlx-vlm | modelscope | mpmath | multidict | multiprocess | networkx | numpy | omegaconf | onnxruntime | openai | opencv-python | opencv-python-headless | orjson | packaging | pandas | pdfminer.six | pdftext | pillow | polars | polars-runtime-32 | propcache | protobuf | psutil | py-cpuinfo | pyarrow | pyclipper | pycparser | pydantic | pydantic-settings | pydantic_core | pydub | pygments | pyparsing | pypdf | pypdfium2 | pysocks | python-dateutil | python-dotenv | python-multipart | pytz | pyyaml | qwen-vl-utils | regex | reportlab | requests | rich | robust-downloader | ruff | s3transfer | safehttpx | safetensors | scikit-image | scipy | seaborn | semantic-version | sentencepiece | setuptools | shapely | shellingham | simsimd | six | sniffio | soundfile | soupsieve | starlette | stringzilla | sympy | thop | tifffile | timm | tokenizers | tomlkit | torch | tqdm | transformers | typer | typing-inspection | typing_extensions | tzdata | ultralytics | ultralytics-thop | urllib3 | uv | uvicorn | wcwidth | websockets | wheel | xxhash | yarl

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