Research · full-stack · Docker

AI image recognition study

Bar chart of the detection rate by image type, with the chance line at 50 per cent

Period: 2026
Stack: [Node.js]
[Express]
[PostgreSQL]
[Docker]
[Python]
Code: Private repository

Problem

How well do people recognise AI-generated images? A sound answer needs a controlled study, clean data capture and honest statistics.

Solution

A containerised web app (Node, Express, PostgreSQL) through which 99 participants rated images. Responses were stored in a database and evaluated in Python afterwards: detection rate, confidence and demographics.

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