ImportError: cannot import name 'YOLO11n' from 'yolo11n_eval' (AIV-795) #245
Description
Checklist
- Checked the issue tracker for similar issues to ensure this is not a duplicate
- Read the documentation to confirm the issue is not addressed there and your configuration is set correctly
- Tested with the latest version to ensure the issue hasn't been fixed
How often does this bug occurs?
always
Expected behavior
我参考了教程https://docs.espressif.com/projects/esp-dl/zh_CN/latest/tutorials/how_to_quantize_model.html 搭建好了esp-ppq的相关环境。然后根据https://github.com/espressif/esp-dl/blob/578ca7ada61dadc2ff769c46a3e7b689cc37e3ab/examples/tutorial/how_to_quantize_model/quantize_yolo11n/trainer.py 想训练yolov11n的模型，然后量化模型为espdl。
Actual behavior (suspected bug)
实际上执行程序无法执行，报如下错误
root@3dd5e519213c:/workspace/espdl-yolo-train# python trainer.py
___________ ____ ____ ____ ____
/ ____/ ___// __ \ / __ \/ __ \/ __ \
/ __/ \__ \/ /_/ /_____/ /_/ / /_/ / / / /
/ /___ ___/ / ____/_____/ ____/ ____/ /_/ /
/_____//____/_/ /_/ /_/ \___\_\
WARNING ⚠️ user config directory '/root/.config/Ultralytics' is not writeable, defaulting to '/tmp' or CWD.Alternatively you can define a YOLO_CONFIG_DIR environment variable for this path.
Traceback (most recent call last):
File "/workspace/espdl-yolo-train/trainer.py", line 20, in <module>
from yolo11n_eval import QuantDetectionValidator, YOLO11n
ImportError: cannot import name 'YOLO11n' from 'yolo11n_eval'
yolo11n_eval.py中不存在YOLO11n
Error logs or terminal output
root@3dd5e519213c:/workspace/espdl-yolo-train# python trainer.py
___________ ____ ____ ____ ____
/ ____/ ___// __ \ / __ \/ __ \/ __ \
/ __/ \__ \/ /_/ /_____/ /_/ / /_/ / / / /
/ /___ ___/ / ____/_____/ ____/ ____/ /_/ /
/_____//____/_/ /_/ /_/ \___\_\
WARNING ⚠️ user config directory '/root/.config/Ultralytics' is not writeable, defaulting to '/tmp' or CWD.Alternatively you can define a YOLO_CONFIG_DIR environment variable for this path.
Traceback (most recent call last):
File "/workspace/espdl-yolo-train/trainer.py", line 20, in <module>
from yolo11n_eval import QuantDetectionValidator, YOLO11n
ImportError: cannot import name 'YOLO11n' from 'yolo11n_eval' (/workspace/espdl-yolo-train/yolo11n_eval.py)Steps to reproduce the behavior
- 下载quantize_yolo11n的代码
- docker部署esp-ppq环境
- 运行quantize_yolo11n的trainer.py
- 报错，没有YOLO11n
Project release version
master
System architecture
Intel/AMD 64-bit (modern PC, older Mac)
Operating system
Linux
Operating system version
Ubuntu 22.04.4 LTS
Shell
Bash
Additional context
No response