Justin Lutz / Bird-classifier Public

Target: Cortex-M4F 80MHz Clone this project

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Bird-classifier

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About this project

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Data (3,270 items)

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non_person.COCO_val2014_000000189932.28nfbjob.ingestion-577f6767bd-qch2l.jpg.2u250gfj

ID: 84760522

Label: not-bird

027.jpg.2u255i63

ID: 84759387

Label: bird

114.jpg.2u2532ls

ID: 84759557

Label: bird

187.jpg.2u256o45

ID: 84759153

Label: bird

152.jpg.2u24b6be

ID: 84761648

Label: bird

non_person.COCO_val2014_000000293666.28nfucno.ingestion-577f6767bd-qch2l.jpg.2u250hd6

ID: 84760478

Label: not-bird

person.COCO_val2014_000000203275.28neebna.ingestion-c4fd9fcd7-nd2jl.jpg.2u2516se

ID: 84759792

Label: not-bird

person.COCO_val2014_000000109900.28nedou8.ingestion-c4fd9fcd7-nd2jl.jpg.2u2515aj

ID: 84759844

Label: not-bird

Model accuracy (Unoptimized (float32))

Validation set

85.9%

Test set

83.4%

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

Latency

130 ms.

Peak RAM usage

41.1K

Flash usage

109.8K

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Dataset summary

Data collected

3,270 items

Labels

bird, not-bird

Project info

Project ID	86981
Project version	1
License	No license attached
No. of views	77,433
No. of clones	94