Reading Time: 12 minutes Links to code: frontend side (HTML + JS). Lambda. Running inference with Huggingface. Introduction In the Deep Learning (DL) world,… Read More »Deploying a pretrained GPT-2 model on AWS
Reading Time: 11 minutes Note: code available on Github here. If you are not familiar with the Gatys et al implementation of Neural Style… Read More »Fast Neural Style Transfer: training the model
Reading Time: 7 minutes Fast Neural Style Transfer Jupyter notebook SageMaker inference entry point script SageMaker deployment notebook Context A while back, Gabriele Lanaro… Read More »Fast Neural Style Transfer: deploying PyTorch models to Amazon SageMaker
Reading Time: 6 minutes Note: the Jupyter notebook is available here. According to the official AWS documentation Amazon Textract is a service that automatically… Read More »How to build an expense tracker with Amazon Textract
Reading Time: 10 minutes Note: the code is available in the form of a Jupyter notebook here on Github. SageMaker needs a separate-so-called entry… Read More »SageMaker Hyper-Parameter Optimization: classify heartbeat anomalies from stethoscope audio
Reading Time: 9 minutes A quick disclaimer: visualneurons.com, together with this post, is a 2-man work, adding up the efforts of Francesco Pochetti and… Read More »VisualNeurons.com, painting videos with S3, Cognito, Lambda, SES and AWS AI
Reading Time: 7 minutes A quick disclaimer: visualneurons.com, together with this post, is a 2-man work, adding up the efforts of Francesco Pochetti and… Read More »VisualNeurons.com, running Neural Style Transfer on AWS
Reading Time: 10 minutes Note: Javier in this post shared another (very cool way) of addressing extreme class imbalance: Focal Loss. Directly borrowed from… Read More »Extreme label imbalance: when you measure the minority class in basis points
Reading Time: 14 minutes Links to the Github repo and to the website I have developed The product First things first. Before diving into the infrastructure, let’s check how the… Read More »Is this movie a thriller? Exposing a SageMaker Deep Learning model in an end-to-end serverless Web Application
Reading Time: 10 minutes Link to Jupyter Notebook Setting the stage Amazon SageMaker is a very popular service within the AWS ML suite, offering… Read More »Is it a thriller? Inferring movie genre from its poster in AWS SageMaker