TensorFlow

A collection of posts that focus on topics related to Google's TensorFlow python library.

Audio augmentations in TensorFlow

Feb 25, 2022 3 min read Machine Learning

Direct augmentations and forward passes

Parsing the UrbanSound8K dataset with TensorFlow

Jan 27, 2022 4 min read Machine Learning

From raw audio to TFRecords to data streaming

Parsing the ESC50 audio dataset with TensorFlow

Jan 13, 2022 4 min read Machine Learning

From audio to TFRecord to a readily-usable dataset

Setting up Apple's new M1 MacBooks for Machine Learning

Dec 11, 2021 5 min read Machine Learning

With the newest iteration of its custom M1 chip, the M1 Pro and M1 Max versions, Apple has given the Machine Learning community a powerful tool. To some extent this power can only be unleashed if the system is set up correctly--despite Apple's user-friendliness, this is not a straightforward task.

Preparing the ImageNet dataset with TensorFlow

Dec 6, 2021 3 min read Machine Learning

Without a doubt, the ImageNet dataset has been a critical factor in developing advanced Machine Learning algorithms. Its sheer size and a large number of classes have been challenging to handle.