python / imaging project - data manipulation and image filtering


I have ~100k images that I am doing deep learning on

-images all stored in cloud, coded in python / keras

I have built pipeline, but need assistance with a few steps:

task list:

-most efficient way of reviewing all images to filter out images of poor quality

most efficient way to view a subset of images based on a set of conditions from a dataframe

-converting images to numpy arrays or, preferably HDF5 databases

-using iotop to monitor GPU usage

please respond with cost and time estimate of undertaking this task, or any other further questions

Skills: Image Processing, Machine Learning (ML), Python

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About the Employer:
( 8 reviews ) Hyderabad, India

Project ID: #19326503

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