Visual

A Visual Guide to Tuning Gradient Boosted Trees

Introduction My previous posts checked out the bog-standard decision tree and the wonder of a random forest. Now, to finish the triplet, I’ll visually explore ! There are a bunch of gradient boosted tree libraries, including...

How Do Grayscale Images Affect Visual Anomaly Detection?

Introduction: Why grayscale images might affect anomaly detection. Anomaly detection, grayscale images: Quick recap on the 2 fundamental subjects discussed in this text. Experiment setting: What and the way we compare. Performance results: How grayscale images affect...

Helping machines understand visual content with AI

Data should drive every decision a contemporary business makes. But most businesses...

5 Crucial Tweaks That Will Make Your Charts Accessible to Individuals with Visual Impairments

Roughly 4.5% of the world’s population is colorblind. million people worldwide having only one style of visual impairment. The numbers get significantly higher in the event you were to take all conditions under consideration....

How OpenAI’s o3 and o4-mini Models Are Revolutionizing Visual Evaluation and Coding

In April 2025, OpenAI introduced its most advanced models up to now, o3 and o4-mini. These models represent a significant step forward in the sphere of Artificial Intelligence (AI), offering recent capabilities in visual...

A Visual Guide to How Diffusion Models Work

This text is geared toward those that want to know exactly how Diffusion Models work, with no prior knowledge expected. I’ve tried to make use of illustrations wherever possible to offer visual intuitions on...

A Beginner’s 12-Step Visual Guide to Understanding NeRF: Neural Radiance Fields for Scene Representation and View Synthesis

A basic understanding of NeRF’s workings through visual representationsWho should read this text?This text goals to supply a basic beginner level understanding of NeRF’s workings through visual representations. While various blogs offer detailed explanations...

Model Calibration, Explained: A Visual Guide with Code Examples for Beginners

MODEL EVALUATION & OPTIMIZATIONWhen all models have similar accuracy, now what?12 min read·18 hours agoYou’ve trained several classification models, and so they all appear to be performing well with high accuracy scores. Congratulations!But hold...

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