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)

View all
hard_hat_workers291
Download
ID: 1094876450
bPartB_00029
Download
ID: 1094876211
bpart2_001253
Download
ID: 1094876991
hard_hat_workers4721
Download
ID: 1094877675
004332
Download
ID: 1094876104
004454
Download
ID: 1094876103
002552
Download
ID: 1094878667
001313
Download
ID: 1094876793

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

Run this model

Scan QR code or launch in browser
Launch in browser

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 223,466
No. of clones 18
Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy