CoreML
An on-device machine learning framework provided by Apple that allows developers to integrate trained models into iOS and macOS applications, performing inference locally on the device without a network connection.
Timeline (last 90 days)
The developer needs to count livestock on-device using a small YOLO/CoreML model, with no network, no account, and no server-side fallback.
The cause of the detection failure is that the full 12-megapixel image is scaled down to the model input size (typically 416×416 or 640×640), making distant sheep occupy only a few pixels.
All Facts (3)
CoreML EP专为Apple Silicon设计
90%UnverifiedThe developer needs to count livestock on-device using a small YOLO/CoreML model, with no network, no account, and no server-side fallback.
50%UnverifiedThe cause of the detection failure is that the full 12-megapixel image is scaled down to the model input size (typically 416×416 or 640×640), making distant sheep occupy only a few pixels.
50%