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

fruit_detection

Object detection

About this project

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Data (300 items)

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banana_63
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ID: 1215399421
banana_6
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ID: 1215399387
banana_92
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ID: 1215399452
banana_12
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ID: 1215399323
apple_85
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ID: 1215399532
orange_22
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ID: 1215399416
banana_78
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ID: 1215399456
orange_24
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ID: 1215399439

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 862
No. of clones 2
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