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--- |
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license: mit |
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language: |
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- en |
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base_model: |
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- Ultralytics/YOLO11 |
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pipeline_tag: object-detection |
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tags: |
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- Ultralytics |
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- YOLOv8 |
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- YOLO11 |
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--- |
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# libdet.axera |
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## References links: |
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- [The github repo of libdet's open source](https://github.com/AXERA-TECH/libdet.axera) |
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## Get Model |
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- [YOLOv8](https://huggingface.co/AXERA-TECH/YOLOv8) |
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- [YOLO11](https://huggingface.co/AXERA-TECH/YOLO11) |
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- [YOLO11 Pose](https://huggingface.co/AXERA-TECH/YOLO11-Pose) |
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## Usage Example |
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### YOLOv8 |
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```shell |
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./test_det -m yolov8s.axmodel -t 1 -i pexels-володимир-король-16499013.jpg |
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open libax_sys.so failed |
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open libax_engine.so failed |
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[I][ run][ 31]: AXCLWorker start with devid 0 |
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[I][ init][ 75]: model_type: 1, threshold: 0.25, nms_threshold: 0.45, num_classes: 80, num_kpt: 0 |
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[I][ init][ 93]: mean: 0.00, 0.00, 0.00 |
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[I][ init][ 94]: std: 0.00, 0.00, 0.00 |
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input size: 1 |
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name: images [unknown] [unknown] |
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1 x 640 x 640 x 3 |
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output size: 3 |
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name: /model.22/Concat_output_0 |
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1 x 80 x 80 x 144 |
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name: /model.22/Concat_1_output_0 |
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1 x 40 x 40 x 144 |
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name: /model.22/Concat_2_output_0 |
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1 x 20 x 20 x 144 |
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[I][ init][ 164]: input_w: 640, input_h: 640, is_input_nchw: false |
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[I][ init][ 172]: nElements: 1228800, m_runner->get_input(0).nSize: 1228800, is_input_fp32: false |
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num_objs: 8 |
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[I][ run][ 81]: AXCLWorker exit with devid 0 |
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``` |
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### YOLO11 Pose |
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```shell |
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./test_det -m yolo11x-pose.axmodel -t 4 -i pexels-володимир-король-16499013.jpg --num_kpt 17 |
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open libax_sys.so failed |
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open libax_engine.so failed |
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[I][ run][ 31]: AXCLWorker start with devid 0 |
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[I][ init][ 75]: model_type: 4, threshold: 0.25, nms_threshold: 0.45, num_classes: 80, num_kpt: 17 |
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[I][ init][ 93]: mean: 0.00, 0.00, 0.00 |
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[I][ init][ 94]: std: 0.00, 0.00, 0.00 |
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input size: 1 |
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name: images [unknown] [unknown] |
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1 x 640 x 640 x 3 |
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output size: 6 |
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name: /model.23/Concat_1_output_0 |
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1 x 80 x 80 x 65 |
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name: /model.23/Concat_2_output_0 |
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1 x 40 x 40 x 65 |
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name: /model.23/Concat_3_output_0 |
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1 x 20 x 20 x 65 |
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name: /model.23/cv4.0/cv4.0.2/Conv_output_0 |
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1 x 80 x 80 x 51 |
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name: /model.23/cv4.1/cv4.1.2/Conv_output_0 |
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1 x 40 x 40 x 51 |
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name: /model.23/cv4.2/cv4.2.2/Conv_output_0 |
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1 x 20 x 20 x 51 |
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[I][ init][ 164]: input_w: 640, input_h: 640, is_input_nchw: false |
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[I][ init][ 172]: nElements: 1228800, m_runner->get_input(0).nSize: 1228800, is_input_fp32: false |
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num_objs: 6 |
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[I][ run][ 81]: AXCLWorker exit with devid 0 |
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``` |
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### Gradio Usage Example |
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```shell |
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python lib/gradio_example.py --model yolo11x.axmodel --model_type 3 |
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``` |
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```shell |
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(axcl) radxa@radxa-cubie-a7a:~/AXERA-TECH/libdet.axera$ python lib/gradio_example.py --model yolo11x.axmodel --model_type 3 |
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Trying to load: /home/axera/libdet.axera/build/libdet.so |
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❌ Failed to load: /home/axera/libdet.axera/build/libdet.so |
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/home/axera/libdet.axera/build/libdet.so: cannot open shared object file: No such file or directory |
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🔍 File not found. Please verify that libdet.so exists and the path is correct. |
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Trying to load: /home/radxa/AXERA-TECH/libdet.axera/lib/aarch64/libdet.so |
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open libax_sys.so failed |
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open libax_engine.so failed |
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✅ Successfully loaded: /home/radxa/AXERA-TECH/libdet.axera/lib/aarch64/libdet.so |
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可用设备: {'host': {'available': False, 'version': '', |
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'mem_info': {'remain': 0, 'total': 0}}, |
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'devices': {'host_version': 'V3.6.4_20250819020149', |
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'dev_version': 'V3.6.4_20250819020149', |
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'count': 1, |
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'devices_info': [{'temp': 45, 'cpu_usage': 1, 'npu_usage': 0, 'mem_info': {'remain': 7022, 'total': 7040}}]}} |
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axcl device available, use device-0 |
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[I][ run][ 31]: AXCLWorker start with devid 0 |
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[I][ init][ 75]: model_type: 3, threshold: 0.25, nms_threshold: 0.45, num_classes: 80, num_kpt: 0 |
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[I][ init][ 81]: mean: 0.00, 0.00, 0.00 |
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[I][ init][ 82]: std: 1.00, 1.00, 1.00 |
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input size: 1 |
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name: images [unknown] [unknown] |
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1 x 640 x 640 x 3 |
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output size: 3 |
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name: /model.23/Concat_output_0 |
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1 x 80 x 80 x 144 |
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name: /model.23/Concat_1_output_0 |
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1 x 40 x 40 x 144 |
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name: /model.23/Concat_2_output_0 |
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1 x 20 x 20 x 144 |
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[I][init][ 152]: input_w: 640, input_h: 640, is_input_nchw: false |
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[I][init][ 160]: nElements: 1228800, m_runner->get_input(0).nSize: 1228800, is_input_fp32: false |
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* Running on local URL: http://xxx.xxx.xxx.xxx:7860 |
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* Running on local URL: http://0.0.0.0:7860 |
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* To create a public link, set `share=True` in `launch()`. |
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``` |
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Access `http://xxx.xxx.xxx.xxx:7860` using Chrome or another browser. |
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## Community |
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QQ 群: 139953715 |
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