MobileSam
Faster Segment Anything: Towards lightweight SAM for mobile applications.
Transformer based encoder‑decoder where prompts specify what to segment in an image thereby allowing segmentation without the need for additional training. The image encoder generates embeddings and the lightweight decoder operates on the embeddings for point and mask based image segmentation.
Not supported
This model is currently not supported on any Compute chipset.
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View for other chipsetsTechnical Details
Model checkpoint:vit_t
Input resolution:720p (720x1280)
Number of parameters (sam_encoder):6.95M
Model size (sam_encoder) (float):26.6 MB
Number of parameters (sam_decoder):6.16M
Model size (sam_decoder) (float):23.7 MB
Applicable Scenarios
- Factory Automation
- Robotic Navigation
- Camera
License
Model:APACHE-2.0
Tags
- foundation
Supported Compute Devices
- Snapdragon X Elite CRD
- Snapdragon X Plus 8-Core CRD
- Snapdragon X2 Elite CRD
Supported Compute Chipsets
- Snapdragon® X Elite
- Snapdragon® X Plus 8-Core
- Snapdragon® X2 Elite
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