23 lines
630 B
Rust
23 lines
630 B
Rust
use usls::{models::RTDETR, Annotator, DataLoader, Options, COCO_NAMES_80};
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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("../models/rtdetr-l-f16.onnx")
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.with_confs(&[0.4, 0.15]) // person: 0.4, others: 0.15
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.with_names(&COCO_NAMES_80);
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let mut model = RTDETR::new(&options)?;
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// load image
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let x = vec![DataLoader::try_read("./assets/bus.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("RT-DETR");
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annotator.annotate(&x, &y);
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Ok(())
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}
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