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        "author": "Martin Kang",
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        "description": "# Utility module for working with images\n\n## Installation\nfrom source:\n```sh\ncd nfer_image\npip install .\n```\n\n## HPA Utility Tools (hpa_utils)\n- image loading & download utility from s3 bucket\n- image download from specific s3 bucket\n- image save (pyplot based)\n- image tiling\n- stain estimation\n- tissue mask generation\n\n## Embedding Tools\n- CNN bottleneck/fully-connected layer extraction\n\n## Clustering Tools\n- TSNE generation from image embeddings\n\n\n\n",
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