Demo Team / Dall-E Glove Detection Demo Public

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Dall-E Glove Detection Demo

This project uses Dall-E to generate images of someone holding their hand up in front of a webcam with and without gloves on, demonstrating how synthetic data can be used to train a model which works in the real world.

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Data (180 items)

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gloves.1_5

ID: 230883115

Label: gloves

no-gloves.8_3

ID: 230883014

Label: no-gloves

no-gloves.1_2

ID: 230883090

Label: no-gloves

gloves.3

ID: 230882988

Label: gloves

gloves.4_4

ID: 230882978

Label: gloves

no-gloves.4_3

ID: 230883048

Label: no-gloves

gloves.4

ID: 230882983

Label: gloves

no-gloves.4_2

ID: 230883052

Label: no-gloves

Model accuracy (Unoptimized (float32))

Validation set

97.2%

Test set

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

Latency

12839 ms.

Peak RAM usage

1.5M

Flash usage

2.5M

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Dataset summary

Data collected

180 items

Labels

gloves, no-gloves

Project info

Project ID	204438
Project version	1
License	BSD 3-Clause Clear
No. of views	5,860
No. of clones	5