fadhil abdulla / x-detect Public

Target: Cortex-M4F 80MHz Clone this project

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x-detect

Detection of Pneumonia using x-rays

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Data (324 items)

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6CB4EFC6-68FA-4CD5-940C-BEFA8DAFE9A7

ID: 145497364

Label: covid+

covid-19-pneumonia-14-PA

ID: 145497254

Label: covid+

a2eba651

ID: 145497301

Label: covid+

BMJ-37-163-g1

ID: 145497312

Label: covid+

covid-19-pneumonia-35-1

ID: 145497288

Label: covid+

16660_4_1

ID: 145497346

Label: covid+

16708_5_1

ID: 145497340

Label: covid+

IM-0245-0001

ID: 145497193

Label: covid-

Model accuracy (Unoptimized (float32))

Validation set

94.0%

Test set

98.6%

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

Latency

25889 ms.

Peak RAM usage

364.0K

Flash usage

56.6K

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Dataset summary

Data collected

324 items

Labels

covid-, covid+

Project info

Project ID	117998
Project version	4
License	Apache 2.0
No. of views	2,835
No. of clones	0