Add ONNXRuntime support statement (#174)

* Fixing lint

* Update onnxruntime C++ interface support

* Fixing typo

* Rename to Thanks

* Minor fix

README.md

@@ -27,13 +27,14 @@
 
 ## 🆕 What's New
 
-- Add `TVM` compile and inference notebooks. *Feb. 5, 2021*.
-- Add graph visualization tools. *Nov. 21, 2020*.
-- Support exporting to `ONNX`, and inferring with `ONNXRuntime` interface. *Nov. 17, 2020*.
-- Refactor YOLO modules and support *dynamic shape/batch* inference. *Nov. 16, 2020*.
-- Add `TorchScript` C++ inference example. *Nov. 4, 2020*.
-- Support inferring with `LibTorch` C++ interface. *Oct. 10, 2020*.
-- Support exporting to `TorchScript` model. *Oct. 8, 2020*.
+- *Sep. 24, 2021*. Add `ONNXRuntime` C++ interface example. Thanks to [itsnine](https://github.com/itsnine).
+- *Feb. 5, 2021*. Add `TVM` compile and inference notebooks.
+- *Nov. 21, 2020*. Add graph visualization tools.
+- *Nov. 17, 2020*. Support exporting to `ONNX`, and inferencing with `ONNXRuntime` Python interface.
+- *Nov. 16, 2020*. Refactor YOLO modules and support *dynamic shape/batch* inference.
+- *Nov. 4, 2020*. Add `TorchScript` C++ inference example.
+- *Oct. 10, 2020*. Support inferencing with `LibTorch` C++ interface.
+- *Oct. 8, 2020*. Support exporting to `TorchScript` model.
 
 ## 🛠️ Usage
 

deployment/onnxruntime/README.md

@@ -34,7 +34,7 @@ The ONNXRuntime inference for `yolort`, both GPU and CPU are supported.
 
     ```bash
     ./yolort_onnx [--image ../../../test/assets/zidane.jpg]
-                    [--model_path ../../../test/tracing/yolov5s.onnx]
-                    [--class_names ../../../notebooks/assets/coco.names]
-                    [--gpu]  # GPU switch, which is optional, and set False as default
-    ```
+                  [--model_path ../../../notebooks/yolov5s.onnx]
+                  [--class_names ../../../notebooks/assets/coco.names]
+                  [--gpu]  # GPU switch, which is optional, and set False as default
+    ```