Project 2026
Industrial Defect Detection
Manufacturing AI | Quality Automation
Overview
Vionfi deployed a defect inspection pipeline for high-speed production lines to reduce manual QA load and increase yield.
The Challenge
Rapid line speed and reflective materials created false positives in legacy systems.
The Solution
We combined transformer-based detection with active learning and process-line calibration for stable throughput.
Key Results
99.9%
Detection Accuracy
Processing Speed120 units/min
Average Latency< 30ms
False Positives0.05%
Tech Stack
PyTorchTensorRTNVIDIA A100Kubernetes
Improve production quality at scale
Deploy AI inspection that keeps pace with real manufacturing throughput.
