The demo analyzes a dataset of 3,823 images of handwritten digits where each image is 8 by 8 pixels. The demo program presented in this article uses image data, but the autoencoder anomaly detection ...

The demo generates synthetic images of handwritten "1" digits based on the UCI Digits dataset. Each image is 8 by 8 pixel values between 0 and 16. ... Defining a Variational Autoencoder The demo code ...

At 1 sample per pixel (spp), the Monte Carlo integration of indirect illumination results in very noisy images, and the problem can therefore be framed as reconstruction instead of denoising. Previous ...

In a recent study published in Nature, researchers present retinal image foundation model (RETFound), a self-supervised learning (SSL) masked autoencoder-based foundation model for retinal images.