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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132.jpg.2u24b61t

ID: 84761665

Label: bird

048.jpg.2u24i8bq

ID: 84761253

Label: bird

062.jpg.2u255ijj

ID: 84759358

Label: bird

069.jpg.2u253jc2

ID: 84759446

Label: bird

070.jpg.2u253239

ID: 84759588

Label: bird

person.COCO_val2014_000000062089.28nf06mq.ingestion-577f6767bd-cvpq2.jpg.2u2514i5

ID: 84759866

Label: not-bird

049.jpg.2u249g1d

ID: 84761950

Label: bird

person.COCO_train2014_000000114222.28nect3g.ingestion-c4fd9fcd7-s4248.jpg.2u250n4k

ID: 84760252

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

Run this model

On any device

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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	62,742
No. of clones	88