Edge Impulse Experts / RA8D1 - Medical Classification Public

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

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

RA8D1 - Medical Classification

Images

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 (104 items)

View all

needle_sealed.5dkacgal.ingestion-8d9457556-w6ccs

ID: 1466194777

Label: needle

syringe.5dkagtu0.ingestion-8d9457556-w7g94

ID: 1466196795

Label: syringe

needle.5dkabl0p.ingestion-8d9457556-6w8l8

ID: 1466194627

Label: needle

syringe.5dkafttf.ingestion-8d9457556-w6ccs

ID: 1466196817

Label: syringe

syringe.needle.5dkapatm.ingestion-8d9457556-w7g94

ID: 1466194947

Label: needle

needle.5dkabd75.ingestion-8d9457556-6w8l8

ID: 1466194485

Label: needle

needle.jpg.5dk9gfim.ingestion-8d9457556-w6ccs

ID: 1466194765

Label: needle

needle_sealed.5dkad0fq.ingestion-8d9457556-6w8l8

ID: 1466194807

Label: needle

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

Run this model

On any device

Clone project

Dataset summary

Data collected

104 items

Labels

needle, syringe

Project info

Project ID	568291
License	Apache 2.0
No. of views	8,329
No. of clones	3