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: 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
Reading Time: 9 minutes Note: code is provided at the end of the post A couple of weeks ago I challenged myself to build… Read More »Video Classification Experiments: combining Image with Audio features
Reading Time: 24 minutes Notes The code (functions, classes etc) I refer to, in this post, comes from this notebook, which I put together during along with deep dive on SSD Ground Truth Bounding… Read More »fast.ai DL2 Lesson 9: Single Shot Detection detailed walkthrough
Reading Time: 8 minutes Link to Jupyter notebook In this post, I will go over a fascinating technique known as Style Transfer. At the… Read More »Style Transfer with fast.ai and PyTorch
Reading Time: 3 minutes hi , I would like I am doing at for this amazing experience and ask one reason 6 months in… Read More »Writing a Farewell Email to co-workers with Gluon
Reading Time: 5 minutes I recently started looking into Part 2 of the fast.ai Deep Learning MOOC. I went through the first 2 lessons,… Read More »Detecting Pneumonia in chest radiographs with fast.ai