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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PICT068.JPG.2p1k7kd3

ID: 75754412

PICT050.JPG.2p3p4nc8

ID: 75753930

PICT012.JPG.2p3bgll1

ID: 75754254

PICT070.JPG.2p3b43s9

ID: 75754308

PICT014.JPG.2p3b3vtt

ID: 75754355

PICT051.JPG.2p3h4dut

ID: 75754123

PICT055.JPG.2p3h4duo

ID: 75754130

PICT090.JPG.2p1k7mqi

ID: 75754386

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	55,384
No. of clones	7