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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person.COCO_val2014_000000231568.28ndopnr.ingestion-c4fd9fcd7-s4248.jpg.2u2517lb

ID: 84759791

Label: not-bird

024.jpg.2u253is8

ID: 84759482

Label: bird

130.jpg.2u24hpde

ID: 84761321

Label: bird

083.jpg.2u256mn5

ID: 84759232

Label: bird

person.COCO_train2014_000000179770.28ne3dl0.ingestion-c4fd9fcd7-nd2jl.jpg.2u250ov0

ID: 84760193

Label: not-bird

person.COCO_train2014_000000489199.28ndv68i.ingestion-c4fd9fcd7-s4248.jpg.2u2511eo

ID: 84759951

Label: not-bird

029.jpg.2u2531cp

ID: 84759628

Label: bird

148.jpg.2u25331u

ID: 84759528

Label: 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

Run this model

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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	64,283
No. of clones	90