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PW22-SBN-01 / dataset_pipeline

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Generate Depth Maps #6

Open AdityaNG opened 2 years ago

AdityaNG commented 2 years ago

For the AndroidDatasetIterator, write the function to generate a depth map video at the file path self.depth_mp4_path. Ideally the generated depth map video has the same resolution and frame rate as the original video at self.mp4_path, but to generate lots of data quickly, provide options to reduce resolution, frame rate.

Make use of multiprocessing to generate multiple depth frames if possible.

Use of Adobe's Monocular Boosting for this

This code will be run on a server for a long time to generate this video file.

https://github.com/PW22-SBN-01/dataset_pipeline/blob/26c31afd799bc6823ed68191da66b3f379c99528/dataset_helper/dataset_iterators.py#L191-L194

AdityaNG commented 2 years ago

https://colab.research.google.com/drive/1dBULaqOMJK_W0zks7Q8xcJHDEJocRIZz

Colab for Adobe's boosting algo