Before building tools with AI, I studied how machines see. Here are two coauthored publications in computer vision, alongside my master’s work.
Using image segmentation to trace surface cracks, rather than only enclosing them in a box. The study works with a manually annotated dataset of 3,000 images.
Engineering Fracture Mechanics · Volume 268
Publisher & DOIA coauthored chapter in Object Detection with Deep Learning Models: Principles and Applications, focused on frameworks and services for object detection.
Object Detection with Deep Learning Models · Chapter 2, pp. 23–47 · Chapman & Hall/CRC
Publisher & DOIOne concept you can try for yourself: intersection over union. Adjust two boxes and see what “a good match” actually means.
Open the overlap labQueen Mary University of London. My public academic repository collects work in machine learning, computer vision, statistics, and robotics.
Explore the academic workI’ve also written tutorials on deep learning and computer vision for Analytics Vidhya.
Read the tutorials