SAM-ort-deploy

Export and depoly SAM(segment-anything model) on onnxruntime.

Export onnx model

SAM repo: https://github.com/facebookresearch/segment-anything

1. Install SAM via readme in SAM.
2. Download SAM checkpoint & Set the path of checkpoint.
3. Run python script in dir export_onnx, the sam is composed of two parts: image encoder and mask decoder, we will export them into onnx model separately

To export mask decoder, run

python export/export_mask_decoder.py --checkpoint <path/to/checkpoint> --model-type <model_type> --output <path/to/output>

Run Inference

Run ort_inference.py