Scripts/Vision Tagger

Python

Vision Tagger

Auto-tag and caption images using vision-language models.

4.6 (6.500) 6.5k booked v2.0 · updated recently

Starting from$29

Final price depends on your requirements, integrations and timeline.

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Tailored to your stack · NDA available

Python

Vision Tagger

v2.0 · MIT

Overview

Vision Tagger is a lightweight but highly useful computer vision automation script for products that need scalable visual metadata generation. A practical tagging and description engine that analyzes images, generates category labels, detects useful themes, and produces structured outputs improving organization, searchability, moderation readiness, and accessibility. A strong fit for media libraries, ecommerce back offices, UGC platforms, content operations, and DAM systems.

Common use cases

Bulk product taggingNews photo indexingUGC enrichmentArchive restorationDataset labelingContent ops

What's inside

Tailored to your stack
Built around your chosen language, framework, providers and deployment target.
Production-ready patterns
Streaming, retries, observability and guardrails baked in for real traffic.
Multi-provider ready
Swap between OpenAI, Anthropic, Mistral, Azure or local models with one config.
Deployment recipes
Drop-in guides for Vercel, Fly.io, Cloudflare Workers, Docker and Kubernetes.
Docs, tests & example app
Comprehensive docs, integration tests and a reference app to learn from.
Priority implementation support
Direct help from the team that built it during integration and rollout.

Why developers love it

Fast

Streaming responses and low-latency patterns out of the box.

Readable

Idiomatic, well-commented code your team can own.

Safe

Input validation, retries and cost guardrails included.

Product Preview · Website & Mobile App

See Vision Tagger in Action

A real admin console for your team and a native companion for your users — this is what a production deployment of Vision Tagger looks like day one.

🔒 scriptstore.app/vision-tagger/dashboard

⋯

◆ Tagger

Library

Review

Every screen your team needs

Analytics · Library · Dashboard

🔒 scriptstore.app/vision-tagger/analytics

⋯

◆ VisionTag

Library

Analytics

Batches

Taxonomy

CDN

Team

alex@studio

Vision tagging · analytics

Last 7dBatchExport

Images tagged

812k

▲ 19%

Tags per image

8.2

▲ 0.6

Confidence ≥ 0.9

84%

▲ 3

Moderation flags

612

▼ 42

Tags added / hour

24h7d30d

Top tags

outdoor142k

packshot98k

people76k

studio54k

Analytics

Product metrics for this script.

🔒 scriptstore.app/vision-tagger/knowledge

⋯

◆ VisionTag

Overview

Taxonomy

Rules

Prompts

API

Team

alex@studio

Vision · taxonomy

SearchNew tag

On-the-go companion

Activity · Search · Profile

9:41●●●●􀛨􀺶

Batches

5 running · 24 done today

spring-catalog · 4,210 imgs

tagged · 3m ago

done

user-uploads · 812 imgs

in progress 64% · now

run

moderation-precheck · 240

4 flagged · 12m ago

flag

editorial-week-31 · 96 imgs

tagged · 18m ago

done

brand-scan · 1,120 imgs

42 logos found · 34m ago

brand

Batches

Library

Alerts

activity

9:41●●●●􀛨􀺶

Search by tag

VisionTag

🔍 Search tags, colors, brands…

redoutdoorpackshotstudiobrand

Red leather crossbody bag

Apparel · confidence 96%

Trail runner · outdoor scene

Apparel · confidence 92%

Studio packshot · sneaker

Apparel · confidence 90%

Brand logo detected · Nike

Brands · confidence 94%

Home

Alerts

9:41●●●●􀛨􀺶

Account

VisionTag · settings

Ines Costa

Catalog ops · Pro plan

Batch complete

Moderation flags

Low-confidence review

Weekly volume digest

Images this month

312k / 800k

Batches

Library

Alerts

profile