Show HN: Self Hosted System One Decision API for Images

Category: ai-ml

Tags: zero-shot-classification, local-inference, fastapi, image-classification, structured-output

Score: 6.5/10 (Innovation: 6, Technical: 6, Documentation: 8, Utility: 6)

OpenDecision is a self-hosted Python API and library that turns natural-language questions into typed decisions (choice, score, relation, yes/no) over text, documents, and images using local zero-shot models. It packages Hugging Face models like ModernBERT and SigLIP2 behind a clean Python and FastAPI surface, with benchmarks and measured latency.

Target audience: backend devs and AI engineers building local decision/classification pipelines

Repository: https://deepanwadhwa.github.io/OpenDecision/image-examples/ · Python · Apache-2.0 · 106 stars

View on Hacker News