roboflow/vision-ai-checkup
Take your LLM to the optometrist.
Vision AI Checkup helps evaluate how well different vision-capable AI models understand and respond to visual information from real-world scenarios. You provide images alongside specific questions and expected answers, and the tool benchmarks various AI models against these to see how accurately they perform. This is ideal for AI researchers, product managers, or anyone needing to quickly compare the practical performance of vision AI models without diving into complex technical benchmarks.
Use this if you want to quickly compare the real-world visual understanding capabilities of different vision AI models using a straightforward assessment.
Not ideal if you need a deep, granular performance analysis with thousands of data points or if you're building a highly customized, domain-specific evaluation suite.
Stars
46
Forks
15
Language
Python
License
MIT
Category
Last pushed
Mar 07, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/roboflow/vision-ai-checkup"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
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