Arijit Das / Pneumonia detection using EdgeML Public

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Pneumonia detection using EdgeML

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Data (4,729 items)

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person1170_virus_1970.jpeg.1s4pffml

ID: 9560632

Label: virus

IM-0049-0001.jpeg.1s4pian8

ID: 9560504

Label: normal

IM-0429-0001-0001.jpeg.1s4p6215

ID: 9561780

Label: normal

person1903_bacteria_4797.jpeg.1s4s83li

ID: 9559218

Label: bacteria

person938_bacteria_2863.jpeg.1s4s7eq9

ID: 9560240

Label: bacteria

person1838_bacteria_4703.jpeg.1s4s8597

ID: 9559122

Label: bacteria

NORMAL2-IM-1222-0001.jpeg.1s4p1hsi

ID: 9562671

Label: normal

IM-0353-0001.jpeg.1s4p3001

ID: 9562198

Label: normal

Model accuracy, Image data, Image, Neural Network (Keras) #2 (2D Conv 32/16 2x dropout, higher LR) (Unoptimized (float32))

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Validation set

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Test set

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On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

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Dataset summary

Data collected

4,729 items

Labels

bacteria, normal, virus

Project info

Project ID	18340
Project version	1
License	No license attached
No. of views	125,506
No. of clones	22