Optimizing image-based TFRecords to reduce storage space and improve training times.
Aesthetics
How I shaped the AVA database to reduce training times, remove bias, and improve model inference.
My analysis of the AVA database as the first step in creating a deep learning model capable understanding photo aesthetics.