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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
31 lines
813 B
Rust
31 lines
813 B
Rust
use usls::{
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models::{YOLOTask, YOLOVersion, YOLO},
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Annotator, DataLoader, Options, Vision,
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};
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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_yolo_version(YOLOVersion::V5)
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.with_model("../models/yolov5s-seg.onnx")?
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.with_yolo_task(YOLOTask::Segment)
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// .with_trt(0)
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// .with_fp16(true)
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.with_i00((1, 1, 4).into())
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.with_i02((224, 640, 800).into())
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.with_i03((224, 640, 800).into());
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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/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("YOLOv5");
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annotator.annotate(&x, &y);
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Ok(())
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}
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