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nadir-core

Open-core ADAS drift scoring and a free local dashcam mount-health agent (Pulse). Shadow mode. Apache-2.0.

Details

External ID
1364984373
Source
GITHUB
Company
—
Product
nadir-core
Website domain
nadirai.net
Launched
Sept. 10, 2026
Cohort
—
Upvotes
47
Upvotes percentile
0.8101460415065335
Tags
adas, calibration, computer-vision, fleet, open-source, python, sensor-fusion, telematics
Fetched at
Sept. 14, 2026, 5:28 p.m.
Updated at
Sept. 14, 2026, 5:28 p.m.

Enrichment

Theme
autonomous robotics, drones, and sensor hardware
Vertical
Logistics
Function
Observability & eval
Audience
Developer
AI stance
AI feature
Project type
Hobby / open-source project
Normalized one-liner
adas drift scoring and dashcam health agent for vehicle fleets
Manually corrected
False

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 — 24 launches clear the similarity bar, closest 8 shown.

Attention rank: #5 of 25 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 203 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.