23 lines
622 B
Rust
23 lines
622 B
Rust
use usls::{coco, models::RTDETR, Annotator, DataLoader, Options};
|
|
|
|
fn main() -> Result<(), Box<dyn std::error::Error>> {
|
|
// build model
|
|
let options = Options::default()
|
|
.with_model("../models/rtdetr-l-f16.onnx")
|
|
.with_confs(&[0.4, 0.15]) // person: 0.4, others: 0.15
|
|
.with_names(&coco::NAMES_80);
|
|
let mut model = RTDETR::new(&options)?;
|
|
|
|
// load image
|
|
let x = vec![DataLoader::try_read("./assets/bus.jpg")?];
|
|
|
|
// run
|
|
let y = model.run(&x)?;
|
|
|
|
// annotate
|
|
let annotator = Annotator::default().with_saveout("RT-DETR");
|
|
annotator.annotate(&x, &y);
|
|
|
|
Ok(())
|
|
}
|