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Car Detection - Grad-CAM article

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Data (1,495 items)

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unknown.test_1982.23l6hbmi.ingestion-75d65f8bf8-8klns.jpg.2fm512to.ingestion-575d7f9f5f-pz4jd.jpg.2g851lil

ID: 1518073011

Label: unknown

cars.02667.23l5fb35.ingestion-75d65f8bf8-8klns.jpg.2fm50ot7.ingestion-575d7f9f5f-vzp2l.jpg.2g8519gv

ID: 1518073410

Label: cars

cars.01467.23l5euj9.ingestion-75d65f8bf8-v25tg.jpg.2fm50itf.ingestion-575d7f9f5f-6psth.jpg.2g85139f

ID: 1518073617

Label: cars

unknown.test_2146.23l6hd9i.ingestion-75d65f8bf8-xqqb9.jpg.2fm513q3.ingestion-575d7f9f5f-6psth.jpg.2g851m3e

ID: 1518072992

Label: unknown

unknown.test_1077.23l6h2d7.ingestion-75d65f8bf8-v25tg.jpg.2fm50vgj.ingestion-575d7f9f5f-6psth.jpg.2g851gff

ID: 1518073153

Label: unknown

unknown.test_2378.23l6hfjf.ingestion-75d65f8bf8-xqqb9.jpg.2fm514ok.ingestion-575d7f9f5f-pz4jd.jpg.2g851o0u

ID: 1518072951

Label: unknown

cars.00760.23l5en5d.ingestion-75d65f8bf8-v25tg.jpg.2fm50gsd.ingestion-575d7f9f5f-pz4jd.jpg.2g8510kl

ID: 1518073719

Label: cars

unknown.test_2772.23l6hjke.ingestion-75d65f8bf8-8klns.jpg.2fm516om.ingestion-575d7f9f5f-6psth.jpg.2g851psp

ID: 1518072885

Label: unknown

Model accuracy, Impulse #4 (Unoptimized (float32))

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Validation set

99.2%

Test set

100.0%

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

Latency

6412 ms.

Peak RAM usage

1.3M

Flash usage

106.1K

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Dataset summary

Data collected

1,495 items

Labels

cars, unknown

Project info

Project ID	49115
Project version	2
License	BSD 3-Clause Clear
No. of views	156,624
No. of clones	2