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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person55_bacteria_264.jpeg.1s4s805e

ID: 12930881

Label: bacteria

person546_virus_1085.jpeg.1s4pes7l

ID: 12932766

Label: virus

person296_bacteria_1395.jpeg.1s4s7s9i

ID: 12931070

Label: bacteria

person488_bacteria_2062.jpeg.1s4s7ma5

ID: 12931366

Label: bacteria

person1667_virus_2881.jpeg.1s4pkvpp

ID: 12931872

Label: virus

person481_virus_983.jpeg.1s4pesg4

ID: 12932750

Label: virus

person934_bacteria_2859.jpeg.1s4s7dv5

ID: 12931778

Label: bacteria

IM-0383-0001.jpeg.1s4p2mmb

ID: 12933757

Label: normal

Model accuracy (Unoptimized (float32))

Validation set

78.7%

Test set

64.9%

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

Latency

1675 ms.

Peak RAM usage

265.4K

Flash usage

165.0K

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Dataset summary

Data collected

4,729 items

Labels

bacteria, normal, virus

Project info

Project ID	18340
Project version	2
License	No license attached
No. of views	117,353
No. of clones	22