Conceptual overview and walkthrough of a solution approach in Python

The post Jigsaw Jeeves: Building a Puzzle Assistant using Computer Vision appeared first on Towards Data Science.

A clear, math-first walkthrough of how VAEs learn to generate new data

The post Variational Autoencoders (VAEs) Explained: From Theory to ELBO and the Reparameterization Trick appeared first on Towards Data Science.

How a single evaluation choice inflated my results by 25 points, and what rebuilding honestly taught me about ML systems people might depend on

The post My Fall-Detection Model Scored 94%, and It Was Lying to Me appeared first on Towards Data Science.

AGIBOT says its WITA-Omni Preview multimodal foundation model has achieved the highest score on the Daily-Omni audio-visual reasoning benchmark, outperforming models from Alibaba, Google and ByteDance. According to the company, WITA-Omni Preview recorded an average accuracy of 85.21 percent on the third-party benchmark, ahead of Qwen3.5-Omni-Plus, Gemini 3.1 Pro Preview and Doubao Seed 2.0 Lite. […]