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Car Detection - Grad-CAM article

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About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (1,495 items)

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cars.01922.23l5f3fe.ingestion-75d65f8bf8-v25tg.jpg.2fm50lab.ingestion-575d7f9f5f-pz4jd.jpg.2g8515v6
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ID: 1518073515
Label: cars
cars.02994.23l5febb.ingestion-75d65f8bf8-xqqb9.jpg.2fm50qev.ingestion-575d7f9f5f-6psth.jpg.2g851be2
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ID: 1518073343
Label: cars
cars.01142.23l5er5f.ingestion-75d65f8bf8-v25tg.jpg.2fm50i6h.ingestion-575d7f9f5f-6psth.jpg.2g851272
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ID: 1518073656
Label: cars
cars.01162.23l5erc4.ingestion-75d65f8bf8-v25tg.jpg.2fm50i8g.ingestion-575d7f9f5f-pz4jd.jpg.2g8512ah
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ID: 1518073658
Label: cars
cars.01850.23l5f2ok.ingestion-75d65f8bf8-8klns.jpg.2fm50kvd.ingestion-575d7f9f5f-6psth.jpg.2g8515k0
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ID: 1518073536
Label: cars
cars.01772.23l5f1ri.ingestion-75d65f8bf8-8klns.jpg.2fm50koq.ingestion-575d7f9f5f-pz4jd.jpg.2g85151f
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ID: 1518073560
Label: cars
cars.00599.23l5elga.ingestion-75d65f8bf8-xqqb9.jpg.2fm50ggk.ingestion-575d7f9f5f-pz4jd.jpg.2g850vfo
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ID: 1518073753
Label: cars
cars.02304.23l5f7dg.ingestion-75d65f8bf8-8klns.jpg.2fm50nb0.ingestion-575d7f9f5f-6psth.jpg.2g85183i
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ID: 1518073452
Label: cars

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 163,481
No. of clones 2
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