25 lines
672 B
Rust
25 lines
672 B
Rust
use usls::{models::YOLO, Annotator, DataLoader, Options, Vision};
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fn main() -> Result<(), Box<dyn std::error::Error>> {
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// build model
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let options = Options::default()
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.with_model("yolov8n-face-dyn-f16.onnx")?
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.with_i00((1, 1, 4).into())
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.with_i02((416, 640, 800).into())
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.with_i03((416, 640, 800).into())
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.with_confs(&[0.15]);
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let mut model = YOLO::new(options)?;
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// load image
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let x = vec![DataLoader::try_read("./assets/kids.jpg")?];
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// run
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let y = model.run(&x)?;
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// annotate
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let annotator = Annotator::default().with_saveout("YOLOv8-Face");
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annotator.annotate(&x, &y);
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Ok(())
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}
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