Anshuman Fauzdar / predictive-object-detection Public

Target: Sony Spresense (Cortex-M4F 156MHz) Clone this project

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predictive-object-detection

Object detection

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Data (800 items)

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PICT092.JPG.2p3b45kl

ID: 75754289

PICT082.JPG.2p3bgqrg

ID: 75754197

PICT032.JPG.2p3m120b

ID: 75754061

PICT048.JPG.2p3b41lh

ID: 75754338

PICT073.JPG.2p3bgpdp

ID: 75754209

PICT067.JPG.2p3b43nb

ID: 75754313

PICT019.JPG.2p3p4e0i

ID: 75753948

PICT073.JPG.2p1k7kdd

ID: 75754411

Model accuracy (Unoptimized (float32))

Validation set

99.9%

Test set

-

On-device performance (Sony Spresense (Cortex-M4F 156MHz), Unoptimized (float32))

Latency

5 ms.

Peak RAM usage

4.0K

Flash usage

10.9M

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Dataset summary

Data collected

800 items

Labels

extruder, spaghetti

Project info

Project ID	75846
Project version	1
License	No license attached
No. of views	54,533
No. of clones	7