Kevin Richmond / Image Classifier: Cutlery (grayscale) Public

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Image Classifier: Cutlery (grayscale)

MobileNet V2 Transfer Learning model to classify 96x96 cutlery images in grayscale.

Images

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Data (300 items)

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knife 67

ID: 96843097

Label: knife

background 9

ID: 96843289

Label: background

background 65

ID: 96843187

Label: background

spoon 69

ID: 96843059

Label: spoon

knife 64

ID: 96843102

Label: knife

background 71

ID: 96843186

Label: background

spoon 71

ID: 96843060

Label: spoon

knife 55

ID: 96843106

Label: knife

Model accuracy (Unoptimized (float32))

Validation set

93.9%

Test set

82.1%

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

Latency

1898 ms.

Peak RAM usage

346.6K

Flash usage

585.7K

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Dataset summary

Data collected

300 items

Labels

background, fork, knife, spoon

Project info

Project ID	96938
Project version	1
License	No license attached
No. of views	41,003
No. of clones	11