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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PICT030.JPG.2p3h481v

ID: 75754158

PICT025.JPG.2p3h47l9

ID: 75754161

PICT069.JPG.2p3h4hb6

ID: 75754111

PICT077.JPG.2p3p4rm9

ID: 75753903

PICT089.JPG.2p3m1c21

ID: 75753990

PICT026.JPG.2p3bgkih

ID: 75754264

PICT057.JPG.2p3h4duq

ID: 75754133

PICT021.JPG.2p3h46t2

ID: 75754174

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	54,535
No. of clones	7