YOLOv11 Object Detection in Bunjs Typescript using ppu-yolo-onnx-inference package
Автор: Alel
Загружено: 2025-06-03
Просмотров: 148
Описание:
Easily run YOLOv11 object detection models in a TypeScript Bun environment. No Python, PyTorch, or heavy dependencies needed. Supports multiple independent instances of YOLOv11 models, each with its own inference session.
YOLO in javascript runtime should as easy as:
```ts
import { YoloDetectionInference } from "ppu-yolo-onnx-inference";
const model = new YoloDetectionInference({
model: {
path: "./model.onnx",
classNames: ["person", "car", "bicycle"],
},
thresholds: {
confidence: 0.5,
},
});
await model.init();
const detections = await model.detect(imageBuffer);
await model.destroy();
```
Repository:
package: https://github.com/PT-Perkasa-Pilar-U...
demo: https://github.com/PT-Perkasa-Pilar-U...
#typescript #computer-vision #image-processing #yolo #object-detection #bun #onnx #onnx-runtime #yolov11 #bun-compatible
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