Alan Wang / esp32-cam-cat-dog Public

Target: ST IoT Discovery Kit (Cortex-M4F 80MHz) Clone this project

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esp32-cam-cat-dog

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About this project

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Data (24,969 items)

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7995.jpg.2pkmm0on

ID: 71981796

Label: cat

5094.jpg.2pkm6958

ID: 71984066

Label: cat

10673.jpg.2pkn917h

ID: 71979711

Label: cat

685.jpg.2pklq9h3

ID: 71987598

Label: cat

225.jpg.2pklpn9g

ID: 71987979

Label: cat

8434.jpg.2pkph0v6

ID: 71971193

Label: dog

7253.jpg.2pkp97ed

ID: 71972152

Label: dog

7573.jpg.2pkmjcmq

ID: 71982128

Label: cat

Model accuracy (Unoptimized (float32))

Validation set

90.0%

Test set

87.0%

On-device performance (ST IoT Discovery Kit (Cortex-M4F 80MHz), Quantized (int8))

Latency

641 ms.

Peak RAM usage

130.7K

Flash usage

308.4K

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Dataset summary

Data collected

24,969 items

Labels

cat, dog

Project info

Project ID	76904
Project version	1
License	No license attached
No. of views	224,618
No. of clones	376