nadir-core
Open-core ADAS drift scoring and a free local dashcam mount-health agent (Pulse). Shadow mode. Apache-2.0.
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GITHUB · launched Sep 10, 2026 · 47 upvotes (top 18%) · 0 views
Niche: transportation and fleet telematics software · 41 launches, 6 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- B2B
- AI feature
- Commercial product
- adas
- calibration
- computer-vision
- fleet
- open-source
- python
- +2 more
Visit website ↗ Source listing ↗
More like this: all 41 launches in transportation and fleet telematics software →
Could you build this?
No ADAS sensor drift detection requires vehicle kinematics analysis, computer vision/photogrammetry math, telematics integration, and domain expertise in automotive safety calibration.
What it would actually take: Requires an ingestion pipeline for high-frequency telematics and CAN bus data (Geotab, Samsara APIs), combined with sensor fusion algorithms (Kalman filtering, geometric calibration residuals). The hard problem is modeling camera and radar misalignments statistically without ground-truth physical targets, necessitating specialized automotive systems engineers.
Competitors
Other products that read as similar to this one : 64 launches clear the similarity bar, closest 8 shown.
Attention rank: #8 of 65 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 293 days after the earliest competitor.
- atv-core · github · 2026-09-26 · 119 upvotes · similarity 0.44
- sentinel-core · github · 2026-11-05 · 51 upvotes · similarity 0.42
- hdhr-dash · github · 2026-09-21 · 9 upvotes · similarity 0.40
- Aseon Labs: robotic pitstops for self-driving cars · yc · 2026-05-11 · 12 upvotes · similarity 0.37
- FusionCore: ROS 2 sensor fusion that outperforms robot_localization · hn · 2026-04-28 · 11 upvotes · similarity 0.37
- Search dashcam footage by describing what happened · hn · 2026-03-19 · 6 upvotes · similarity 0.36
- drift-doctor · github · 2026-11-08 · 145 upvotes · similarity 0.36
- Arc-Raiders-Aim-Assist · github · 2026-09-20 · 10 upvotes · similarity 0.35
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.