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Car Detection - Grad-CAM article

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Data (1,495 items)

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unknown.test_2601.23l6hhtv.ingestion-75d65f8bf8-8klns.jpg.2fm515o2.ingestion-575d7f9f5f-vzp2l.jpg.2g851ooq

ID: 1518072913

Label: unknown

cars.00195.23l5eh57.ingestion-75d65f8bf8-xqqb9.jpg.2fm50ei4.ingestion-575d7f9f5f-vzp2l.jpg.2g850vef

ID: 1518073752

Label: cars

unknown.test_1615.23l6h7np.ingestion-75d65f8bf8-xqqb9.jpg.2fm511in.ingestion-575d7f9f5f-pz4jd.jpg.2g851k98

ID: 1518073050

Label: unknown

cars.02210.23l5f6f2.ingestion-75d65f8bf8-8klns.jpg.2fm50mir.ingestion-575d7f9f5f-6psth.jpg.2g85179m

ID: 1518073472

Label: cars

cars.01685.23l5f107.ingestion-75d65f8bf8-xqqb9.jpg.2fm50k55.ingestion-575d7f9f5f-pz4jd.jpg.2g8514o2

ID: 1518073567

Label: cars

cars.00446.23l5ejsu.ingestion-75d65f8bf8-v25tg.jpg.2fm50g1l.ingestion-575d7f9f5f-pz4jd.jpg.2g850un1

ID: 1518073775

Label: cars

cars.01857.23l5f2q3.ingestion-75d65f8bf8-8klns.jpg.2fm50kve.ingestion-575d7f9f5f-6psth.jpg.2g8515jn

ID: 1518073538

Label: cars

cars.03506.23l5fjm7.ingestion-75d65f8bf8-v25tg.jpg.2fm50t46.ingestion-575d7f9f5f-6psth.jpg.2g851dhg

ID: 1518073256

Label: cars

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	180,181
No. of clones	2