Personal R&D · 2026

AI Image Tagging & Vision Prototype

A prototype that auto-tags and organizes image libraries using vision models, exploring search and moderation use cases.

Client

Personal R&D

Role

Product / Project Lead

Timeline

Jan 2026 – Apr 2026

Domain

AI / Computer Vision

Approach

Rapid prototyping

Team size

1–4

Budget

Personal

Objective

Prototype an image tagging tool that uses vision models to auto-label, group, and search large image libraries.

What I did

• ▸ Framed the concept, use cases, and evaluation approach
• ▸ Prototyped tagging with pretrained vision models
• ▸ Built a simple search & filtering UI
• ▸ Tested accuracy across varied image sets
• ▸ Documented findings and next steps

Key deliverables

• ▸ Vision tagging prototype
• ▸ Auto-labeling pipeline
• ▸ Search & filter UI
• ▸ Evaluation notes

Outcome

Produced a working prototype demonstrating automated tagging and visual search on real image sets.