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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IM-0219-0001

ID: 145497211

Label: covid-

IM-0269-0001

ID: 145497180

Label: covid-

IM-0256-0001

ID: 145497189

Label: covid-

IM-0308-0001

ID: 145497157

Label: covid-

23E99E2E-447C-46E5-8EB2-D35D12473C39

ID: 145497284

Label: covid+

10.1016-slash-j.anl.2020.04.002-a

ID: 145497355

Label: covid+

ryct.2020200034.fig2

ID: 145497253

Label: covid+

7C69C012-7479-493F-8722-ABC29C60A2DD

ID: 145497360

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	2,829
No. of clones	0