This is a demo of Rust + Slint + Candle + Yolov8, it looks like this:
Make sure you have downloaded yolov8m.safetensors and yolov8m-pose.safetensors by:
HF_HUB_ENABLE_HF_TRANSFER=1 HF_ENDPOINT=https://hf-mirror.com huggingface-cli download lmz/candle-yolo-v8 yolov8m.safetensors
HF_HUB_ENABLE_HF_TRANSFER=1 HF_ENDPOINT=https://hf-mirror.com huggingface-cli download lmz/candle-yolo-v8 yolov8m-pose.safetensors
The downloads locate at ~/.cache/huggingface/hub/.
Copy them to the root of the current project directory, like follows:
$ ls -lh
total 101M
-rwxr-xr-x 1 mike mike 150K Dec 9 14:58 Cargo.lock
-rwxr-xr-x 1 mike mike 615 Dec 9 14:58 Cargo.toml
-rwxr-xr-x 1 mike mike 1.1K Dec 9 14:58 LICENSE
-rwxr-xr-x 1 mike mike 747 Dec 9 18:29 README.md
drwxr-xr-x 2 mike mike 4.0K Dec 9 18:27 assets
-rwxr-xr-x 1 mike mike 71 Dec 9 14:58 build.rs
-rwxr-xr-x 1 mike mike 168K Dec 9 14:58 football.jpg
drwxr-xr-x 3 mike mike 4.0K Dec 9 14:58 src
drwxr-xr-x 4 mike mike 4.0K Dec 9 15:03 target
drwxr-xr-x 2 mike mike 4.0K Dec 9 14:58 ui
-rw-r--r-- 1 mike mike 51M Dec 9 17:45 yolov8m-pose.safetensors
-rw-r--r-- 1 mike mike 50M Dec 9 17:45 yolov8m.safetensors
and then
cargo run --release
You will look at a GUI app popped up, good luck!