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microsoft/ailab

This repository is a collection of diverse AI and machine learning demonstration projects, each serving as a self-contained lab or sample application. The codebase implements specific capabilities including image-to-story generation, sketch-to-HTML conversion, video background matting, and intelligent chatbots. It also includes cross-platform desktop tools for image snipping and analysis, alongside infrastructure for Azure-based cognitive services and search pipelines.

43.8

Weak · 29 July 2026

25k

lines of production code

JavaScript

with C#, TypeScript

6

bus factor · 50 authors in all

3

measurements over time

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How it got here

2018 · AI-driven application development

This period focused on the initial implementation and documentation of several AI-powered applications, including Sketch2Code for UI generation, Pix2Story for image-to-story conversion, and Snip-Insights for cross-platform desktop features. The work involved building core object detection pipelines, integrating Azure AI services, and establishing comprehensive test suites and cross-platform UI components.

12 changes

2019–2020 · multimedia processing and interactive demos

This period focused on expanding the codebase with diverse feature sets, including a cognitive search demonstration, a Google Assistant bot sample, and machine teaching simulations. It also introduced significant multimedia capabilities, such as a UWP-based video player and a background matting pipeline for video processing.

7 changes

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About this page

  • The description of this project is derived from its own commit history, not from its README.
  • The score is its highest published measurement, taken on 29 July 2026 at a pinned commit. It is not a live figure and does not change until the project is measured again.
  • Measured at commit 89fe2fc620 — the exact code this score is about.
  • Scored under rubric rubric-2026.08.18. Score the same commit under that rubric and you get the same number.
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