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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PICT025.JPG.2p3m10h7

ID: 75754066

PICT080.JPG.2p3h4jtt

ID: 75754095

PICT055.JPG.2p3p4pvr

ID: 75753917

PICT051.JPG.2p3bgnd7

ID: 75754226

PICT014.JPG.2p3m15nh

ID: 75754046

PICT022.JPG.2p1k7b8r

ID: 75754471

PICT072.JPG.2p3b446i

ID: 75754307

PICT034.JPG.2p3h49ro

ID: 75754148

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	59,398
No. of clones	7