Update README.md

README.md

@@ -20,7 +20,7 @@ tags:
 
 ## Usage Example
 
-### YoloV8
+### YOLOv8
 
 ```shell
 ./test_det -m yolov8s.axmodel -t 1 -i pexels-володимир-король-16499013.jpg 
@@ -53,7 +53,7 @@ num_objs: 8
 ```
 ![](lib/result_v8.jpg)
 
-### Yolo11 Pose
+### YOLO11 Pose
 
 ```shell
 ./test_det -m yolo11x-pose.axmodel -t 4 -i pexels-володимир-король-16499013.jpg --num_kpt 17
@@ -97,5 +97,52 @@ num_objs: 6
 ![](lib/result_11pose.jpg)
 
 
+### Gradio Usage Example
+
+```shell
+(axcl) radxa@radxa-cubie-a7a:~/AXERA-TECH/libdet.axera$ python lib/gradio_example.py --model yolo11x.axmodel --model_type 3
+Trying to load: /home/axera/libdet.axera/build/libdet.so
+
+❌ Failed to load: /home/axera/libdet.axera/build/libdet.so
+   /home/axera/libdet.axera/build/libdet.so: cannot open shared object file: No such file or directory
+🔍 File not found. Please verify that libdet.so exists and the path is correct.
+
+Trying to load: /home/radxa/AXERA-TECH/libdet.axera/lib/aarch64/libdet.so
+open libax_sys.so failed
+open libax_engine.so failed
+✅ Successfully loaded: /home/radxa/AXERA-TECH/libdet.axera/lib/aarch64/libdet.so
+可用设备: {'host': {'available': False, 'version': '', 'mem_info': {'remain': 0, 'total': 0}}, 'devices': {'host_version': 'V3.6.4_20250819020149', 'dev_version': 'V3.6.4_20250819020149', 'count': 1, 'devices_info': [{'temp': 45, 'cpu_usage': 1, 'npu_usage': 0, 'mem_info': {'remain': 7022, 'total': 7040}}]}}
+axcl device available, use device-0
+[I][                             run][  31]: AXCLWorker start with devid 0
+[I][                            init][  75]: model_type: 3, threshold:  0.25, nms_threshold:  0.45, num_classes: 80, num_kpt: 0
+[I][                            init][  81]: mean:  0.00,  0.00,  0.00
+[I][                            init][  82]: std:  1.00,  1.00,  1.00
+
+input size: 1
+    name:   images [unknown] [unknown]
+        1 x 640 x 640 x 3
+
+
+output size: 3
+    name: /model.23/Concat_output_0
+        1 x 80 x 80 x 144
+
+    name: /model.23/Concat_1_output_0
+        1 x 40 x 40 x 144
+
+    name: /model.23/Concat_2_output_0
+        1 x 20 x 20 x 144
+
+[I][                            init][ 152]: input_w: 640, input_h: 640, is_input_nchw: false
+[I][                            init][ 160]: nElements: 1228800, m_runner->get_input(0).nSize: 1228800, is_input_fp32: false
+* Running on local URL:  http://xxx.xxx.xxx.xxx:7860
+* Running on local URL:  http://0.0.0.0:7860
+* To create a public link, set `share=True` in `launch()`.
+```
+
+Access `http://xxx.xxx.xxx.xxx:7860` using Chrome or another browser.
+
+![](./lib/gradio.png)
+
 ## Community
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