venkatd / blind object det Public

Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

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blind object det

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Data (295 items)

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Wall.5plgv02j

ID: 1854744836

Label: Wall

Wall.5plhddvc

ID: 1854744858

Label: Wall

Objects.5pllcovt

ID: 1854744978

Label: Objects

Wall.5plh4o0f

ID: 1854744831

Label: Wall

Wall.5plheocq

ID: 1854744853

Label: Wall

Wall.5plgpt9i

ID: 1854744787

Label: Wall

Objects.5plkbk4i

ID: 1854744950

Label: Person

Person.5plhotpc

ID: 1854744874

Label: Person

Model accuracy (Unoptimized (float32))

Validation set

93.6%

Test set

90.0%

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Quantized (int8))

Latency

94 ms.

Peak RAM usage

232.9K

Flash usage

597.7K

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Dataset summary

Data collected

Labels

Objects, Person, Wall

Project info

Project ID	680351
Project version	1
License	3-Clause BSD
No. of views	223
No. of clones	0