laya-vision
Image inputs for Laya: calibrated, non-generative typed decisions over images + text (SmolVLM-256M backbone)
Details
- External ID
- 1377300089
- Source
- GITHUB
- Company
- —
- Product
- laya-vision
- Website domain
- github.io
- Launched
- Sept. 19, 2026
- Cohort
- —
- Upvotes
- 38
- Upvotes percentile
- 0.7717140661029976
- Tags
- —
- Fetched at
- Sept. 23, 2026, 5:02 p.m.
- Updated at
- Sept. 23, 2026, 5:02 p.m.
Enrichment
- Theme
- decision model runtimes and tools
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- typed decision engine over image and text inputs for developers
- Manually corrected
- False
Could you build this?
Partial While loading SmolVLM and wrapping it in an API is simple, calibrating non-generative classification/decision heads over vision models requires custom ML training pipelines and evaluation datasets.
What it would actually take: To build this, one needs PyTorch, Hugging Face Transformers, and a specialized vision-language backbone like SmolVLM-256M. The hard part is fine-tuning and calibrating the model heads for rigorous confidence scores and deterministic typed outputs rather than free-form text generation. This requires ML engineering expertise in model distillation, fine-tuning on multimodal benchmark data, and temperature/conformal calibration.
Competitors
Other products that read as similar to this one — 1227 launches clear the similarity bar, closest 8 shown.
Attention rank: #293 of 1228 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 325 days after the earliest competitor.
- djev-dev · github · 2026-09-19 · 142 upvotes · similarity 0.62
- laya.cpp · github · 2026-09-20 · 87 upvotes · similarity 0.62
- Pureza · github · 2026-09-20 · 16 upvotes · similarity 0.60
- jiffy · github · 2026-09-21 · 9 upvotes · similarity 0.60
- decider · github · 2026-09-16 · 130 upvotes · similarity 0.57
- basal · github · 2026-09-26 · 54 upvotes · similarity 0.56
- laya-coreml · github · 2026-09-19 · 1381 upvotes · similarity 0.56
- MangaWeave · github · 2026-09-10 · 12 upvotes · similarity 0.55
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a model & infra tool for Fintech yet.