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---
license: mit
language:
- en
base_model:
- Ultralytics/YOLO11
pipeline_tag: object-detection
tags:
- Ultralytics
- YOLOv8
- YOLO11
---
# libdet.axera
## References links:
- [The github repo of libdet's open source](https://github.com/AXERA-TECH/libdet.axera)
## Get Model
- [YOLOv8](https://huggingface.co/AXERA-TECH/YOLOv8)
- [YOLO11](https://huggingface.co/AXERA-TECH/YOLO11)
- [YOLO11 Pose](https://huggingface.co/AXERA-TECH/YOLO11-Pose)
## Usage Example
### YOLOv8
```shell
./test_det -m yolov8s.axmodel -t 1 -i pexels-володимир-король-16499013.jpg
open libax_sys.so failed
open libax_engine.so failed
[I][ run][ 31]: AXCLWorker start with devid 0
[I][ init][ 75]: model_type: 1, threshold: 0.25, nms_threshold: 0.45, num_classes: 80, num_kpt: 0
[I][ init][ 93]: mean: 0.00, 0.00, 0.00
[I][ init][ 94]: std: 0.00, 0.00, 0.00
input size: 1
name: images [unknown] [unknown]
1 x 640 x 640 x 3
output size: 3
name: /model.22/Concat_output_0
1 x 80 x 80 x 144
name: /model.22/Concat_1_output_0
1 x 40 x 40 x 144
name: /model.22/Concat_2_output_0
1 x 20 x 20 x 144
[I][ init][ 164]: input_w: 640, input_h: 640, is_input_nchw: false
[I][ init][ 172]: nElements: 1228800, m_runner->get_input(0).nSize: 1228800, is_input_fp32: false
num_objs: 8
[I][ run][ 81]: AXCLWorker exit with devid 0
```
### YOLO11 Pose
```shell
./test_det -m yolo11x-pose.axmodel -t 4 -i pexels-володимир-король-16499013.jpg --num_kpt 17
open libax_sys.so failed
open libax_engine.so failed
[I][ run][ 31]: AXCLWorker start with devid 0
[I][ init][ 75]: model_type: 4, threshold: 0.25, nms_threshold: 0.45, num_classes: 80, num_kpt: 17
[I][ init][ 93]: mean: 0.00, 0.00, 0.00
[I][ init][ 94]: std: 0.00, 0.00, 0.00
input size: 1
name: images [unknown] [unknown]
1 x 640 x 640 x 3
output size: 6
name: /model.23/Concat_1_output_0
1 x 80 x 80 x 65
name: /model.23/Concat_2_output_0
1 x 40 x 40 x 65
name: /model.23/Concat_3_output_0
1 x 20 x 20 x 65
name: /model.23/cv4.0/cv4.0.2/Conv_output_0
1 x 80 x 80 x 51
name: /model.23/cv4.1/cv4.1.2/Conv_output_0
1 x 40 x 40 x 51
name: /model.23/cv4.2/cv4.2.2/Conv_output_0
1 x 20 x 20 x 51
[I][ init][ 164]: input_w: 640, input_h: 640, is_input_nchw: false
[I][ init][ 172]: nElements: 1228800, m_runner->get_input(0).nSize: 1228800, is_input_fp32: false
num_objs: 6
[I][ run][ 81]: AXCLWorker exit with devid 0
```
### Gradio Usage Example
```shell
python lib/gradio_example.py --model yolo11x.axmodel --model_type 3
```
```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.
## Community
QQ 群: 139953715
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