Edge Impulse Experts / RA8D1 - Medical Classification Public

Target: Renesas RA8D1 (Cortex-M85 480MHz) Clone this project

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RA8D1 - Medical Classification

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Data (104 items)

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syringe.5dkafqdi.ingestion-8d9457556-6w8l8

ID: 1466196823

Label: syringe

needle.jpg.5dk9gtvr.ingestion-8d9457556-6w8l8

ID: 1466194865

Label: needle

syringe.5e0ro8fq

ID: 1466460443

Label: syringe

needle.5dkhd7o7.ingestion-8d9457556-w6ccs

ID: 1466194637

Label: needle

needle_sealed.5dkacrjv.ingestion-8d9457556-w7g94

ID: 1466194795

Label: needle

syringe.5dkag3af.ingestion-8d9457556-w7g94

ID: 1466196815

Label: syringe

syringe.5dkahqtm.ingestion-8d9457556-w7g94

ID: 1466196813

Label: syringe

syringe.5dkai4k4.ingestion-8d9457556-w6ccs

ID: 1466196801

Label: syringe

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

72.0%

On-device performance (Renesas RA8D1 (Cortex-M85 480MHz), Quantized (int8))

Latency

81 ms.

Peak RAM usage

416.1K

Flash usage

639.5K

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Dataset summary

Data collected

104 items

Labels

needle, syringe

Project info

Project ID	568291
License	Apache 2.0
No. of views	8,404
No. of clones	3