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Car Detection - Grad-CAM article

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Data (1,495 items)

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cars.01927.23l5f3h8.ingestion-75d65f8bf8-v25tg.jpg.2fm50laq.ingestion-575d7f9f5f-6psth.jpg.2g8515v6

ID: 1518073517

Label: cars

cars.02058.23l5f4r4.ingestion-75d65f8bf8-xqqb9.jpg.2fm50m62.ingestion-575d7f9f5f-pz4jd.jpg.2g8516cs

ID: 1518073500

Label: cars

unknown.test_4140.23l6i12v.ingestion-75d65f8bf8-v25tg.jpg.2fm51ern.ingestion-575d7f9f5f-6psth.jpg.2g8522ol

ID: 1518072653

Label: unknown

cars.01081.23l5eqgc.ingestion-75d65f8bf8-v25tg.jpg.2fm50hni.ingestion-575d7f9f5f-6psth.jpg.2g8511l3

ID: 1518073665

Label: cars

cars.00367.23l5eiuu.ingestion-75d65f8bf8-8klns.jpg.2fm50fs5.ingestion-575d7f9f5f-pz4jd.jpg.2g850udf

ID: 1518073784

Label: cars

unknown.test_4136.23l6i10k.ingestion-75d65f8bf8-v25tg.jpg.2fm51erl.ingestion-575d7f9f5f-6psth.jpg.2g8522oh

ID: 1518072657

Label: unknown

cars.03116.23l5ffkq.ingestion-75d65f8bf8-xqqb9.jpg.2fm50quq.ingestion-575d7f9f5f-pz4jd.jpg.2g851bpt

ID: 1518073333

Label: cars

unknown.test_2622.23l6hi53.ingestion-75d65f8bf8-v25tg.jpg.2fm5166h.ingestion-575d7f9f5f-vzp2l.jpg.2g851p0r

ID: 1518072905

Label: unknown

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

View 2 other experiments

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	218,074
No. of clones	2