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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102.jpg.2u24d8b6

ID: 84761442

Label: bird

non_person.COCO_train2014_000000210251.28nfig62.ingestion-577f6767bd-qch2l.jpg.2u2509v5

ID: 84760888

Label: not-bird

person.COCO_train2014_000000538615.28nef2la.ingestion-c4fd9fcd7-nd2jl.jpg.2u2512vr

ID: 84759908

Label: not-bird

027.jpg.2u249f42

ID: 84761968

Label: bird

person.COCO_train2014_000000068805.28ndve2b.ingestion-c4fd9fcd7-f57fk.jpg.2u250m15

ID: 84760293

Label: not-bird

non_person.COCO_train2014_000000078342.28nf9ovk.ingestion-577f6767bd-cvpq2.jpg.2u250890

ID: 84761000

Label: not-bird

person.COCO_val2014_000000562519.28ne77cl.ingestion-c4fd9fcd7-f57fk.jpg.2u251clr

ID: 84759669

Label: not-bird

non_person.COCO_train2014_000000172608.28ng9drm.ingestion-577f6767bd-cwnkv.jpg.2u2509j5

ID: 84760921

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

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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	81,784
No. of clones	99