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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bPartB_01131
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ID: 1094875877
004874
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ID: 1094876994
hard_hat_workers2144
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ID: 1094876883
a01640
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ID: 1094877214
003464
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ID: 1094877222
a02360
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ID: 1094876181
004042
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ID: 1094878037
006874
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ID: 1094875757

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 235,820
No. of clones 18
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