Ilias MansouriEvolving artificial neural networks using genetic algorithmsThis blog is the culmination of a simple question asked a while ago: "Can we train and improve neural networks (NN) using the concepts of…Apr 13, 20221Apr 13, 20221
Ilias MansouriA template for beautiful REST APIs using Flask, Swagger UI, Streamlit, Docker and Gunicorn.A REST API template for ML-based applications.Oct 23, 2021Oct 23, 2021
Ilias MansouriComputer Vision Part 8: Pose Estimation, stick figures using AIAs the name suggests, with pose estimation we try to infer an object’s or person’s pose from an image.Jul 28, 2020Jul 28, 2020
Ilias MansouriComputer Vision Part 7: Instance SegmentationIn previous chapter, we discussed how different methodologies attempted to classify each pixel in an image. In this article, we will…Apr 12, 2020Apr 12, 2020
Ilias MansouriinAnalytics VidhyaComputer Vision Part 6: Semantic Segmentation, classification on the pixel level.In the two previous chapters, we broadly discussed how neural network architectures are constructed, and the rationale behind those…Dec 29, 20191Dec 29, 20191
Ilias MansouriAn Essay on Meditation: Knowing how to belong to oneself“The greatest thing in the world is to know how to belong to oneself“— Michel de MontaigneSep 18, 2019Sep 18, 2019
Ilias MansouriAn Essay on Autodidactism:“I was gratified to be able to answer promptly, and I did. I said I didn’t know.” — Mark TwainAug 21, 2019Aug 21, 2019
Ilias MansouriAn Essay on Flânerie: The Lost Art of the Infinite Savouring“The greatest pleasure does not consist in experiencing new things, but in savoring the infinite variation of what we already know” — F.G.Jul 9, 20191Jul 9, 20191
Ilias MansouriPart 5: Object Detection, when Image Classification just doesn't cut it.In previous post, we had a quite extensive discussion on arguably the most influential deep learning architectures for image…Jun 28, 2019Jun 28, 2019
Ilias MansouriEssay on Stoicism: How a +2000 years philosophy can act as a modern framework to a better life"As is a tale, so is life: not how long it is, but how good it is, is what matters." — SenecaJun 4, 2019Jun 4, 2019