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https://github.com/mii443/usls.git
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a5141a53be
* Add X struct to handle input and preprocessing *Add Ops struct to manage common operations * Use SIMD (fast_image_resize) to accelerate model pre-processing and post-processing
22 lines
561 B
Rust
22 lines
561 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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// 1.build model
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let options = Options::default()
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.with_model("yolov8-plastic-bag-f16.onnx")?
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.with_names(&["trash"]);
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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/trash.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-Trash");
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annotator.annotate(&x, &y);
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Ok(())
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}
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