Edge Impulse Inc. / GPT-4o Cloud Type Experiment Public

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GPT-4o Cloud Type Experiment

https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/BSETKZ

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Data (4,167 items)

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39PVN_90003000

ID: 1057685403

Label: cumulus

42SVG_60004000

ID: 1057686852

Label: altostratus

34VFQ_40003000

ID: 1057687825

Label: no cloud

53VME_60003000

ID: 1057688655

Label: no cloud

35TMG_80000

ID: 1057687754

Label: no cloud

13TFL_30005000

ID: 1057686656

Label: cumulus

42UUD_40009000

ID: 1057685875

Label: stratocumulus

04WEV_40000

ID: 1057688656

Label: no cloud

Model accuracy (Unoptimized (float32))

Validation set

77.1%

Test set

98.2%

On-device performance (Cortex-M7 216MHz, Quantized (int8))

Latency

89 ms.

Peak RAM usage

232.9K

Flash usage

598.1K

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Dataset summary

Data collected

4,167 items

Labels

altocumulus, altostratus, cirrocumulus, cirrostratus, cirrus and 8 others

Project info

Project ID	430153
Project version	1
License	BSD 3-Clause Clear
No. of views	86,701
No. of clones	4