Arijit Das / Pneumonia detection using EdgeML Public

Target: Cortex-M4F 80MHz Clone this project

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Pneumonia detection using EdgeML

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Data (4,729 items)

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person1142_virus_1892.jpeg.1s4pfefo

ID: 9560705

Label: virus

person1680_virus_2897.jpeg.1s4pl17l

ID: 9560316

Label: virus

person420_bacteria_1847.jpeg.1s4s7mup

ID: 9559836

Label: bacteria

person630_bacteria_2515.jpeg.1s4s7j9r

ID: 9560023

Label: bacteria

person1081_virus_1793.jpeg.1s4peprf

ID: 9561372

Label: virus

NORMAL2-IM-1293-0001.jpeg.1s4p1q7e

ID: 9562604

Label: normal

NORMAL2-IM-0301-0001.jpeg.1s4piab6

ID: 9560513

Label: normal

person407_virus_812.jpeg.1s4penf3

ID: 9561539

Label: virus

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	102,779
No. of clones	20