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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38UMC_10001000

ID: 1057688942

Label: no cloud

14SQD_60000

ID: 1057685383

Label: cumulus

44VLJ_30001000

ID: 1057686154

Label: cumulus

31RCH_80004000

ID: 1057688336

Label: no cloud

14UQV_30007000

ID: 1057687458

Label: no cloud

16RCU_90001000

ID: 1057685939

Label: cumulus

31TCL_50001000

ID: 1057685763

Label: cumulus

44UPC_30002000

ID: 1057685535

Label: altocumulus

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	88,168
No. of clones	4