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ProjectUpdated Jun 18, 20264 tools

AI Caption Generator Server

Computer vision captioning backend for image-to-text generation

statusshipped
primaryPython
writeupnone

Overview

Computer vision server that generates captions for images using AI.

Problem

Applications that need image understanding often require a dedicated captioning backend, but stitching together model inference, API handling, and scalable serving is where many prototypes stop.

Solution

I built a server that accepts image inputs, runs caption generation, and returns usable text outputs for downstream products and experiments.

Impact

The project shows practical vision serving work and provides a reusable foundation for accessibility features, media tooling, and multimodal apps.

Stack

Built with a practical stack

PythonComputer Vision modelsInference servingREST APIs

The stack was chosen around the practical shape of the build: what needed to run in production, what needed to stay readable, and what made iteration faster.