(OD input pipeline Step 3/4) Add RandomAspectRatio layer #1054
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ok @ianstenbit @tanzhenyu @qlzh727 I believe this is prepared! |
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/gcbrun |
tanzhenyu
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Dec 8, 2022
Sure thing, I updated a bit but JitteredResize doesn't touch aspect ratio whereas this ONLY touches aspect ratio. |
tanzhenyu
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…1054) * Add ragged image augmentations * Add ragged image augmentation support * Add ragged image test * Reformat and fix * Batchwise support * Add resize with pad only support * Remove pad only * Remove pad only * Add JitteredResize layer * Add jittered resize to ragged image test * Add jittered resize to serialization test * Add ragged augmentation layers * Add ragged image test * checkout origin/master -- files * Begin adding unit tests * Update converter for bounding boxes * Add mixed precision test * Add serialization test * Update ragged crop * Fix lint * Fix * Seed fix * Add serialization test
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This PR adds a RandomAspectRatio layer that takes a Dense image tensor and always outputs a ragged tensor of aspect-ratio distorted images.
JitteredResize does not tweak aspect ratios, so we can use this layer to fill all aspect ratio distortion based needs across tasks.