📰 Medium · Deep Learning

Discover how modern AI transforms random noise into realistic images using Denoising Diffusion Probabilistic Models (DDPM), the technology… Continue reading on

If you’ve kept up with visual Generative AI over the last few years, you probably remember when Stable Diffusion v1.5 or DALL-E 2 blew… Continue reading on Medi

Artificial Intelligence has made remarkable progress in generating realistic images, videos, music, and even 3D content. Continue reading on Medium »

After a brief time, image generation models are back. This time it’s Meta. Continue reading on MLWorks »

A satellite image is a strangely quiet thing. It shows you everything — the river bending through the fields, the motorway slicing a… Continue reading on Medium

Moebius is a 226M open-source inpainting model that rivals the 11.9B FLUX.1-Fill-Dev and runs over 15x faster. Here is how. Continue reading on Towards Deep Lea

Authors: Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton (University of Toronto) Continue reading on Medium »

How I trained a Convolutional Neural Network to detect vehicle damage, what I learned along the way, and how AI is reshaping the auto… Continue reading on Mediu

Most image recogition systems are trained once and then quietly deployed. Continue reading on Medium »

Image-to-image translation is one of the most fascinating applications of deep learning. Instead of generating images purely from random… Continue reading on Me

In this assignment, we implement a Denoising Diffusion Probabilistic Model (DDPM) using PyTorch for high-resolution image generation and… Continue reading on Me

Diffusion models have quickly become one of the most powerful approaches for image generation. In this project, I implemented a Denoising… Continue reading on M

CNNs are usually the first architecture that comes to mind when we talk about image classification. They are naturally designed to capture… Continue reading on

From 65% to 87% accuracy on CIFAR-10 using Convolutional Neural Networks — and what went wrong along the way. Continue reading on Level Up Coding »

A practical, deeply intuitive guide to generative AI — with clean PyTorch code you can actually use Continue reading on Medium »