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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missing_hole-0320

ID: 131524477

open_circuit-0027

ID: 131524411

short_circuit-0011

ID: 131524127

missing_hole-0288

ID: 131524503

open_circuit-0208

ID: 131524280

missing_hole-0234

ID: 131524549

short_circuit-0201

ID: 131523985

short_circuit-0071

ID: 131524085

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	117,487
No. of clones	209