📰 Medium · Machine Learning

In 2019, my final-year project partner, Ayesha Alhashemi, and I worked together to build a robot for our Bachelor of Software Engineering… Continue reading on M

Abstract. The forward pass turns pixels into a prediction; this final part runs the same path backwards — how a single number, the loss… Continue reading on Med

Why “Backbone,” “Embedding,” and “Prior” Feel Like a Foreign Language Even After Years in the Field Continue reading on Medium »

In our previous deep dive, we explored Local Binary Pattern (LBP) — the lightweight champion of micro-texture analysis. Running relative… Continue reading on Me

A look at where a local, open-source computer-vision workflow makes sense — and where a managed cloud platform still has the advantage Continue reading on Mediu

Artificial Intelligence is changing the way businesses work and one of the exciting new things is Vision AI. Of using people to check… Continue reading on Mediu

From unlocking your phone to helping doctors analyze medical scans, Computer Vision is quietly transforming the way machines interact with… Continue reading on

A simple yet very powerful hand-designed visual descriptor used to summarise the texture and local spatial structure of an image. Continue reading on Medium »

We take sight for granted. A glance down a crowded street and we instantly know who’s who, what’s moving, and what to avoid. Getting a… Continue reading on Medi

This guide covers the mathematical and practical foundations unique to 3D vision — concepts not found in 2D computer vision or general… Continue reading on Medi

I spent the first real chunk of my career living inside OpenCV. Continue reading on Medium »

The terms “machine vision” and “computer vision” are frequently used interchangeably across vendor documentation, technical literature… Continue reading on Medi

Businesses are changing the way they operate because of intelligence. One of the useful applications of artificial intelligence is Vision… Continue reading on M

The last time you deposited a check, you probably did it with your phone. Continue reading on Medium »

When I first started learning about Artificial Intelligence, I thought it was all about robots, chatbots, and complex programming. During… Continue reading on M

Every time I set up a new computer vision pipeline, I hit the same wall. Continue reading on Medium »

How Deep Learning Is Saving Crops, One Leaf at a Time Continue reading on Medium »

Every day companies make thousands of hours of video from security cameras, production lines, warehouses and stores. Most of this video is… Continue reading on

Join us July 8–10 for the “Best of CVPR” series of virtual events. Continue reading on Voxel51 »

In this session, you’ll learn how to manage large-scale computer vision datasets using open source FiftyOne app. Continue reading on Voxel51 »

In computer vision systems, a separate stack is assembled for each task: one backbone for classification, another for detection, and a… Continue reading on Medi

A journey from a small university lab to solving real-world problems in medicine, satellite imagery, and beyond Continue reading on Medium »

CVPR 2026 took place from June 3 to 7 at the Colorado Convention Center in Denver. The conference accepted 4,089 papers from 16,092… Continue reading on Medium

Join us on July 10 for day three of the “Best of CVPR” series of virtual events. Continue reading on Voxel51 »