Edge Impulse Inc. / Industrial Dataset Validation Demo Public
Target: Cortex-M4F 80MHz Clone this project

Industrial Dataset Validation Demo

https://www.kaggle.com/datasets/andrewmvd/hard-hat-detection/data

Object detection

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (5,098 items)

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a01480
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ID: 1094876345
pos_1710
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ID: 1094878091
a00005
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ID: 1094878166
hard_hat_workers2196
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ID: 1094875743
pos_495
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ID: 1094875673
006727
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ID: 1094875988
a03257
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ID: 1094877391
pos_2031
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ID: 1094876216

Model accuracy (Unoptimized (float32))

Validation set
62.7%
Test set
26.3%

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

Latency
5115 ms.
Peak RAM usage
594.4K
Flash usage
90.4K

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Dataset summary

Data collected
5,098 items
Labels
head, helmet, vest

Project info

Project ID 438000
Project version 2
License BSD 3-Clause Clear
No. of views 234,478
No. of clones 18
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