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

syringe.5e0rr9d9

ID: 1466483196

Label: syringe

needle.jpg.5dk9e663.ingestion-8d9457556-6w8l8

ID: 1466194687

Label: needle

syringe.5e0rqjh4

ID: 1466478196

Label: syringe

syringe.5e0ro59a

ID: 1466459706

Label: syringe

needle.5dkap54u.ingestion-8d9457556-w7g94

ID: 1466194663

Label: needle

syringe.5e0rps1r

ID: 1466472811

Label: syringe

needle.5dkabp3t.ingestion-8d9457556-w6ccs

ID: 1466194681

Label: needle

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

ID: 1466194947

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

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

104 items

Labels

needle, syringe

Project info

Project ID	568291
License	Apache 2.0
No. of views	23,459
No. of clones	3