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Automated Quality Inspection with Vision AI

Real-time AI-powered vision system for detecting defects in manufacturing environments

$0.00
More Information
Automated Quality Inspection with Vision AI
app details
Model Type

Vision AI Model

Framework

ONNX Runtime, PyTorch, TensorFlow Lite

Algorithm

Defect Detection, Object Classification

Technical Details

Captures visual data of components and detects surface defects or pattern deviations using deep learning. Supports real-time inspection in industrial settings.

Use Cases
Quality Control
Supported IoT Devices
AI optimized hardware Fanless embedded PCs Modules
supported chipsets
Intel® Core™ i3 Qualcomm® Dragonwing QCS6490 Qualcomm® Dragonwing QCS5430 NXP i.MX 8M Plus NXP i.MX 95
Performance Benchmark
Hardware
Latency (ms)
Memory Usage
Processing unit
SECO SOM-SMARC-QCS6490
112.44 ms
9.38 MB
CPU
SECO SOM-SMARC-iMX8Plus
1354 ms
9.38 MB
CPU
SECO SOM-SMARC-MX95
334.12 ms
9.38 MB
CPU
SECO Titan 300 TGL-UP3 AI
49.91 ms
21.9 MB
CPU
SECO SOM-SMARC-iMX8Plus
100.2 ms
9.38 MB
NPU

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