5 posts tagged with "sagemaker"

April 13, 2020 11 min read

Dog Bark Detector - Machine Learning Model

Building a Dog Bark Detector to help understand what my dogs do while I'm not home. In this post we cover the training and deployment of a Machine Learning module using the UrbanSound8K dataset.

aws machine-learning sagemaker

October 14, 2019 10 min read

Selfie2Something - Building a UGATIT Model

Selfie2Anime was a successful use of Image-to-Image translation using UGATIT. In this post we learn how to setup a development environment capable of running UGATIT, then train out own variation of a model.

gan machine-learning sagemaker

March 18, 2019 9 min read

Fake Facebook conversations using OpenAI GPT-2

Generate Fake Facebook conversations using OpenAI's GPT-2 training model and a large number of your existing facebook message data. Perform training using Amazon SageMaker GPU instances and CloudFormation.

machine-learning sagemaker

February 25, 2019 6 min read

Generating Cats with StyleGAN on AWS SageMaker

Generating Cat images using StyleGAN on AWS SageMaker. Developing a simple and repeatable Data Science pipeline for Generative Adversarial Network outputs.

machine-learning sagemaker

January 31, 2019 8 min read

Getting Started with Amazon SageMaker Ground Truth

Utilise Amazon SageMaker Ground Truth to offload manual data labelling to the Cloud or other members of your organisation.

machine-learning sagemaker