GitHub - ChuRuaNh0/FastSam_Awsome_TensorRT (original) (raw)

Fast Segment Anything

[📕Paper] [🤗HuggingFace Demo] [Colab demo] [Replicate demo & API] [Model Zoo] [BibTeX]

FastSAM Speed

The Fast Segment Anything Model(FastSAM) is a CNN Segment Anything Model trained by only 2% of the SA-1B dataset published by SAM authors. The FastSAM achieve a comparable performance with the SAM method at 50× higher run-time speed.

FastSAM design

🍇 Refer from https://github.com/CASIA-IVA-Lab/FastSAM[[Original]((https://github.com/CASIA-IVA-Lab/FastSAM)]

Export ONNX

    # You can re-config pt2onnx.sh
    bash pt2onnx.sh
    or
    python pt2onnx.py

INFER ONNX

    python infer_onnx.py

TensorRT (You can deploy on Triton Server by tensort plan)

    bash onnx2trt.sh
    python inference_trt.py