add script for lowres according to fullres format

deep-diver / semantic-segmentation-ml-pipeline

Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products

https://blog.tensorflow.org/2023/01/end-to-end-pipeline-for-segmentation-tfx-google-cloud-hugging-face.html

Apache License 2.0

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add script for lowres according to fullres format #28

Closed deep-diver closed 2 years ago

deep-diver commented 2 years ago

uploaded the dataset to gs://sidewalks-tfx-lowres/sidewalks-tfrecords

maybe, we could merge this script with create_tfrecords_fullres.py by giving a option --resize.

deep-diver commented 2 years ago

@sayakpaul

addressed your comment! also, modified TFRecords for the low-resolution dataset are fully uploaded to the GCS

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deep-diver commented 2 years ago

@sayakpaul

also modify the existing notebook to show two different versions of TFRecords.

deep-diver commented 2 years ago

@sayakpaul

please check out the tfrecords/README.md for the updated description regarding TFRecords. I addressed your comments in it as well as including a one-line of description in the create_tfrecords.py.

deep-diver commented 2 years ago

@sayakpaul

addressed your comments :)