Dmitry / fruit_detection Public
Target: Himax WiseEye2 (Cortex-M55 400 MHz) + Ethos-U55-64 Clone this project

fruit_detection

Object detection

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (300 items)

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orange_7
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ID: 1215399265
orange_73
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ID: 1215399315
banana_45
Download
ID: 1215399210
mixed_20
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ID: 1215399286
apple_58
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ID: 1215399250
orange_64
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ID: 1215399306
orange_22
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ID: 1215399416
orange_32
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ID: 1215399420

Model accuracy (Unoptimized (float32))

Validation set
0.89
Test set
0.64

On-device performance (Himax WiseEye2 (Cortex-M55 400 MHz) + Ethos-U55-64, Quantized (int8))

Latency
19 ms.
Peak RAM usage
305.9K
Flash usage
1.8M

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Dataset summary

Data collected
300 items
Labels
apple, banana, orange

Project info

Project ID 516135
License Apache 2.0
No. of views 1,432
No. of clones 2
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