mirror of
https://github.com/huggingface/candle.git
synced 2025-06-16 02:38:10 +00:00
45 lines
1.2 KiB
Markdown
45 lines
1.2 KiB
Markdown
## 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](https://trunkrs.dev/#install)
|
|
From the `candle-wasm-examples/yolo` directory run:
|
|
|
|
Download assets:
|
|
|
|
```bash
|
|
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:
|
|
|
|
```bash
|
|
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:
|
|
|
|
```bash
|
|
sh build-lib.sh
|
|
```
|
|
|
|
This will bundle the library under `./build` and we can import it inside our WebWorker like a normal JS module:
|
|
|
|
```js
|
|
import init, { Model, ModelPose } 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:
|
|
|
|
```bash
|
|
python -m http.server
|
|
```
|
|
|
|
Then open `http://localhost:8000/lib-example.html` in your browser.
|