These are just random thoughts that have been occurring to me the last few days! They are subjective and my opinions may change tomorrow. ML Stacks ML Stacks are so fragile that any modification of the environment can bring the whole show crashing down, cue the rise of the useContinue Reading

First task is to extract the data required, at least the image components, sound will come later. The augmented data processing with dlib will take perhaps a few days or so, with roughly 1,000,000 images generated from the video files for training and test datasets. I used a GCP lowContinue Reading

Having used TensorFlow on GCP via Compute Engine instances (usually pre-built Ubuntu images with K80’s/P4/T4’s) for image processing work I realized that some guidance in best practices would be quite useful as there may have been areas that I had missed – additionally given the wide range of GCP MLContinue Reading