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examples/rtmo/README.md
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examples/rtmo/README.md
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## Quick Start
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```shell
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cargo run -r --example rtmo
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```
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## Or you can manully
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### 1. Donwload ONNX Model
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[rtmo-s-dyn model](https://github.com/jamjamjon/assets/releases/download/v0.0.1/rtmo-s-dyn.onnx)
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[rtmo-m-dyn model](https://github.com/jamjamjon/assets/releases/download/v0.0.1/rtmo-m-dyn.onnx)
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[rtmo-l-dyn model](https://github.com/jamjamjon/assets/releases/download/v0.0.1/rtmo-l-dyn.onnx)
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[rtmo-s-dyn-f16 model](https://github.com/jamjamjon/assets/releases/download/v0.0.1/rtmo-s-dyn-f16.onnx)
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[rtmo-m-dyn-f16 model](https://github.com/jamjamjon/assets/releases/download/v0.0.1/rtmo-m-dyn-f16.onnx)
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[rtmo-l-dyn-f16 model](https://github.com/jamjamjon/assets/releases/download/v0.0.1/rtmo-l-dyn-f16.onnx)
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### 2. Specify the ONNX model path in `main.rs`
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```Rust
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let options = Options::default()
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.with_model("ONNX_MODEL") // <= modify this
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```
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### 3. Then, run
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```bash
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cargo run -r --example rtmo
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```
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## Results
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examples/rtmo/demo.jpg
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examples/rtmo/demo.jpg
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examples/rtmo/main.rs
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examples/rtmo/main.rs
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use usls::{models::RTMO, Annotator, DataLoader, Options, COCO_SKELETON_17};
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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("../rtmo-l-dyn-f16.onnx")
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.with_i00((1, 2, 8).into())
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.with_nk(17)
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.with_confs(&[0.3])
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.with_kconfs(&[0.5]);
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let mut model = RTMO::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()
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.with_saveout("RTMO")
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.with_skeletons(&COCO_SKELETON_17);
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annotator.annotate(&x, &y);
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Ok(())
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}
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