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🐍 v0.1.0 (#53)

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Jamjamjon
2025-01-12 16:59:57 +08:00
committed by GitHub
parent 4e932c4910
commit 0f2d84b8c5
256 changed files with 12485 additions and 9088 deletions
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18
examples/yolop/main.rs
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@@ -1,22 +1,26 @@
use anyhow::Result;
use usls::{models::YOLOPv2, Annotator, DataLoader, Options};
fn main() -> Result<(), Box<dyn std::error::Error>> {
fn main() -> Result<()> {
tracing_subscriber::fmt()
.with_env_filter(tracing_subscriber::EnvFilter::from_default_env())
.with_timer(tracing_subscriber::fmt::time::ChronoLocal::rfc_3339())
.init();
// build model
let options = Options::default()
.with_model("yolop/v2-dyn-480x800.onnx")?
.with_confs(&[0.3]);
let options = Options::yolop_v2_480x800().commit()?;
let mut model = YOLOPv2::new(options)?;
// load image
let x = [DataLoader::try_read("images/car.jpg")?];
let x = [DataLoader::try_read("images/car-view.jpg")?];
// run
let y = model.run(&x)?;
let y = model.forward(&x)?;
// annotate
let annotator = Annotator::default()
.with_polygons_name(true)
.with_saveout("YOLOPv2");
.with_saveout(model.spec());
annotator.annotate(&x, &y);
Ok(())