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18 lines
641 B
18 lines
641 B
#!/usr/bin/env python3
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import os
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from ultralytics import YOLO
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import onnx
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from pathlib import Path
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from extra.onnx import get_run_onnx
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from tinygrad.tensor import Tensor
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os.chdir("/tmp")
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if not Path("yolov8n-seg.onnx").is_file():
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model = YOLO("yolov8n-seg.pt")
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model.export(format="onnx", imgsz=[480,640])
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onnx_model = onnx.load(open("yolov8n-seg.onnx", "rb"))
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# TODO: move get example inputs to onnx
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input_shapes = {inp.name:tuple(x.dim_value for x in inp.type.tensor_type.shape.dim) for inp in onnx_model.graph.input}
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print(input_shapes)
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run_onnx = get_run_onnx(onnx_model)
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run_onnx({"images": Tensor.zeros(1,3,480,640)}, debug=True)
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