Coreml Sam2.1 Small
C
Coreml Sam2.1 Small
Developed by apple
Core ML-converted version of the SAM 2.1 small model, optimized for image and video segmentation tasks, compatible with SAM2 Studio demo application.
Downloads 114
Release Time : 10/1/2024
Model Overview
This model is the small version of the SAM 2 series, focusing on promptable visual segmentation tasks in images and videos, utilizing float16 precision and converted to Core ML format for efficient execution on Apple devices.
Model Features
Core ML Optimization
Converted to Core ML format specifically for Apple devices, delivering efficient local inference performance.
float16 Precision
Uses float16 precision to balance model performance and accuracy requirements.
Universal for Images and Videos
Supports visual segmentation tasks in both images and videos.
Model Capabilities
Image Segmentation
Video Segmentation
Promptable Segmentation
Use Cases
Computer Vision
SAM2 Studio Demo Application
Integrated with the SAM2 Studio app to provide an interactive segmentation experience.
Image Editing
Can be used for intelligent object selection features in image editing software.
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