Edge Impulse Experts / Submersible pump impeller defect detection Public

Target: Renesas RZ/V2L (with DRP-AI accelerator) Clone this project

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Submersible pump impeller defect detection

Object detection

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Data (1,300 items)

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defective_cast_front-0009

ID: 287817701

defective_cast_front-0356

ID: 287817460

defective_cast_front-0236

ID: 287817557

defective_cast_front-0589

ID: 287817265

defective_cast_front-0055

ID: 287817709

defective_cast_front-0018

ID: 287817585

good_cast_front-0404

ID: 287816787

defective_cast_front-0344

ID: 287817471

Model accuracy (Unoptimized (float32))

Validation set

96.3%

Test set

98.4%

On-device performance (Renesas RZ/V2L (with DRP-AI accelerator), Unoptimized (float32))

Latency

2 ms.

Flash usage

-

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Dataset summary

Data collected

1,300 items

Labels

defective, good

Project info

Project ID	198270
Project version	3
License	Apache 2.0
No. of views	111,169
No. of clones	22