Image conversion pipeline

mosqueteiro / scalable_DS_envs

Building scalable data science environments using Docker and other tools

MIT License

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Image conversion pipeline #3

Closed mosqueteiro closed 5 years ago

mosqueteiro commented 5 years ago

[x] reserach
[ ] build
[ ] test
[ ] implement

mosqueteiro commented 5 years ago

resizing images may cause issues with bounding box locations already in annotations

mosqueteiro commented 5 years ago

resizing images may cause issues with bounding box locations already in annotations

actually model should learn mapping to original image size so should be able to show predictions on pre-processed images. Getting these to show on post-processed images may be more challenging if needed

mosqueteiro commented 5 years ago

scikit-image User Guide scikit-image API

mosqueteiro commented 5 years ago

use Keras ImageGenerator for resizing and changing to grayscale.