Edge Impulse Experts / Manufactured PCBs Defects Detection Public

Target: Cortex-M4F 80MHz Clone this project

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Manufactured PCBs Defects Detection

Object detection

About this project

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Data (1,140 items)

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short_circuit-0119

ID: 131524047

missing_hole-0066

ID: 131524682

short_circuit-0263

ID: 131523933

missing_hole-0168

ID: 131524599

short_circuit-0035

ID: 131524118

missing_hole-0222

ID: 131524558

short_circuit-0351

ID: 131523864

short_circuit-0140

ID: 131524032

Model accuracy (Unoptimized (float32))

Validation set

47.9%

Test set

13.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

6287 ms.

Peak RAM usage

24.1M

Flash usage

77.5K

Run this model

On any device

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Dataset summary

Data collected

1,140 items

Labels

missing_hole, open_circuit, short_circuit

Project info

Project ID	135820
Project version	2
License	No license attached
No. of views	108,604
No. of clones	196