Reading Time: 15 minutes Links to code: Jupyter notebook with model training. Lambda function. JS and HTML for frontend page. Dockerfile to deploy on… Read More »IceVision meets AWS: detect LaTeX symbols in handwritten math and deploy with Docker on Lambda
Reading Time: 10 minutes Note: in this GitHub repo you can find 2 notebooks and a python script (COVID-19*) I created working on the… Read More »COVID-19: end-to-end analytics with AWS Glue, Athena and QuickSight
Reading Time: 7 minutes Links to code: repo and Jupyter Notebook. Lambda function. Disclaimer: this is a less technical post compared to previous ones.… Read More »Fast Neural Style Transfer: deploying PyTorch models to AWS Lambda
Reading Time: 14 minutes Note: Jupyter notebook available here on Github. Other great resources are these AWS blog posts, here and here, and the… Read More »Recommend Expedia hotels with Amazon Personalize: the magic of Hierarchical RNNs
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: 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