Yolov5: Has anyone benchmarked performance on iPhones ?

[ShreshthSaxena]

❔Question

Has anyone got the CoreML model running on iOS to benchmark performance. If yes please share the speed and accuracy !
If someone can instead provide steps to infer from the raw coreml model outputs, that is also appreciated.

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[glenn-jocher]

@ShreshthSaxena I'm planning on posting some results soon, as we just recently released a new iDetection v7.6 on iOS featuring YOLOv5s/m/l release v2.0. All 3 models run at up to 30 FPS on an iPhone 11.
https://apps.apple.com/app/id1452689527

[ShreshthSaxena]

that's great! Can you provide guidelines on how to get the coreml model running on iOS ?
Would love to benchmark performance and compare with some other detection models on iPhones but can't find interpretations for the current outputs of exported coreml model.

[github-actions[bot]]

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