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-0364-0001

ID: 145497130

Label: covid-

03BF7561-A9BA-4C3C-B8A0-D3E585F73F3C

ID: 145497348

Label: covid+

IM-0183-0001

ID: 145497212

Label: covid-

5782ae15

ID: 145497316

Label: covid+

IM-0220-0001

ID: 145497208

Label: covid-

IM-0249-0001

ID: 145497178

Label: covid-

IM-0285-0001

ID: 145497181

Label: covid-

IM-0162-0001

ID: 145497240

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	2,831
No. of clones	0