# Inspeqtr: Visual Quality Inspection at Line Speed

## metadata
- product: Inspeqtr
- route: /product/inspeqtr
- url: https://klyff.com/product/inspeqtr
- category: Computer Vision

## Overview
Inspeqtr deploys optimized deep learning vision models onto industrial edge hardware (NVIDIA Jetson, Intel Xeon, industrial IPCs) to detect surface blemishes, dimensional deviations, weld porosity, and missing components in real time.

## Key Features
- **Sub-10ms Inference:** Real-time defect bounding boxes and segmentation masks matching high-speed conveyors.
- **Synthetic Defect Augmentation:** Train accurate models even with scarce initial defect samples.
- **Closed-Loop Line Interlock:** Instant digital I/O trigger to actuate reject mechanisms and stop line progression.
- **Active Learning Feedback:** Operators label edge-cases directly on touchscreens, retraining local models automatically.