Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Largest public dataset of electronic circuit files

Details

External ID
46308152
Source
HN
Company
—
Product
Largest public dataset of electronic circuit files
Website domain
huggingface.co
Launched
Dec. 18, 2025
Cohort
—
Upvotes
19
Upvotes percentile
0.6412213740458015
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

Introducing Open-Schematics: a large public dataset of electronic schematics with rendered images and structured metadata for ML, circuit understanding, retrieval, and validation.

Enrichment

Theme
embodied AI and robotics platforms
Vertical
Manufacturing
Function
Data infrastructure
Audience
Developer
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
electronic circuit files dataset
Manually corrected
False

Could you build this?

No This is a massive, curated research dataset of electronic circuit schematics with structured metadata, requiring hardware domain knowledge, extensive web crawling, and specialized schematic parser infrastructure.

What it would actually take: Building this requires large-scale web scraping infrastructure targeting electronic design repositories (KiCad, EAGLE, Altium, GitHub), specialized parsers to convert diverse proprietary CAD/schematic formats into standardized vector and Parquet representations, and automated quality filtering and deduplication pipelines to label component metadata and connectivity netlists.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one — 214 launches clear the similarity bar, closest 8 shown.

Attention rank: #80 of 215 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 48 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a data infrastructure tool for Media & entertainment yet.