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README.md
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### Gradio Usage Example
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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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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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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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name: /model.23/Concat_2_output_0
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1 x 20 x 20 x 144
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[I][
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[I][
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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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### 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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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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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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