Edge Impulse Inc. / Visual Regression - Blog Post Public

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Visual Regression - Blog Post

Estimate the mass of the subject of an image.

Images

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Data (2,050 items)

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100.29tqqhrf

ID: 37189124

Label: 100

400.29tqr3me

ID: 37187801

Label: 400

340.29tqr002

ID: 37188075

Label: 340

250.29tqqqki

ID: 37188471

Label: 250

300.29tqqu3f

ID: 37188221

Label: 300

280.29tqqs5h

ID: 37188362

Label: 280

80.29tqr633

ID: 37187624

Label: 80

80.29tqr639

ID: 37187623

Label: 80

Model accuracy (Unoptimized (float32))

Validation set

Test set

1.2%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

7384 ms.

Peak RAM usage

1,002.3K

Flash usage

53.0K

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Dataset summary

Data collected

2,050 items

Labels

0 .. 400

Project info

Project ID	40106
Project version	1
License	BSD 3-Clause Clear
No. of views	225,218
No. of clones	68