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…9 min read·Apr 13, 2022--1--1
Ilias MansouriA template for beautiful REST APIs using Flask, Swagger UI, Streamlit, Docker and Gunicorn.A REST API template for ML-based applications.7 min read·Oct 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.17 min read·Jul 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…11 min read·Apr 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…13 min read·Dec 29, 2019--1--1
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 Montaigne18 min read·Sep 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 Twain11 min read·Aug 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.5 min read·Jul 9, 2019--1--1
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…11 min read·Jun 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." — Seneca14 min read·Jun 4, 2019----