GGUF models for MobileSAM

MobileSAM is a model for image segmentation. It generates object masks from point or box prompts. The weights in this repository are converted for lightweight inference on consumer hardware with vision.cpp.

Run

Example inference with vision.cpp:

vision-cli sam -m MobileSAM-F16.gguf -i input.png -p 256 480 -o mask.png --composite output.png

Models

Model Description
MobileSAM-F16.gguf Encoder + decoder, fused batch norm, NHWC memory layout, float16
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GGUF
Model size
12.4M params
Architecture
mobile-sam
Hardware compatibility
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16-bit

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