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* return detections with classes names * ignore .DS_Store * example how to load wasm module * add param to set model size * add param for model size * accept iou and confidence threshold on run * conf and iou thresholds * clamp only * remove images from branch * a couple of renamings, add readme with instructions * final design * minor font + border update
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Running Yolo Examples
Here, we provide two examples of how to run YOLOv8 using a Candle-compiled WASM binary and runtimes.
Pure Rust UI
To build and test the UI made in Rust you will need Trunk
From the candle-wasm-examples/yolo directory run:
Download assets:
wget -c https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/candle/examples/bike.jpeg
wget -c https://huggingface.co/lmz/candle-yolo-v8/resolve/main/yolov8s.safetensors
Run hot reload server:
trunk serve --release --public-url / --port 8080
Vanilla JS and WebWorkers
To build and test the UI made in Vanilla JS and WebWorkers, first we need to build the WASM library:
sh build-lib.sh
This will bundle the library under ./build and we can import it inside our WebWorker like a normal JS module:
import init, { Model } from "./build/m.js";
The full example can be found under ./lib-example.html. All needed assets are fetched from the web, so no need to download anything.
Finally, you can preview the example by running a local HTTP server. For example:
python -m http.server
Then open http://localhost:8000/lib-example.html in your browser.