Jul 17, 2022
A Computer Vision based Bed Fall Detection algorithm
I designed a home video surveillance system and a CV based Bed Fall Detection feature. I used a Raspberry Pi 3 as a computation and orchestration module.
#android, #python, #devops
Feb 16, 2022
Making an app with Kivy
We tried to make an Android app with Kivy and we describe our experience, highlighting the strengths and weaknesses of the framework.
Jan 11, 2022
Improving Skeletonization through GANs
An innovative method for skeletonization concerns the use of GANs, to overcome the limitations of traditional approaches.
Dec 27, 2021
A complete ML Pipeline study case: Face and Emotion Recognition
A journey through the phases of data exploration and training of a CNN model from scratch. A particular focus on optimization for production with Optuna and ONNX is carried out.
Apr 9, 2021
Mitigate risk and enhance productivity with MLOps
MLOps is important to mitigate operational risks by using DevOps principles. MLFlow is a open-source platform for building MLOps pipelines also in the cloud.
Nov 11, 2020
S.O.L.I.D. rules to build a solid software architecture
S.O.L.I.D. principles and their consequences are analyzed in depth.