Hi Zhiming,
Thank you for your reply!
I am using ultralytics_yolov8.
https://github.com/DeGirum/ultralytics_yolov8
branch:master
commit 75cab2e0c68723d4344c69a3bcd85265a582ab3d
hwang@E480:~/git/imx8mp/cyberbee/NFS/gst/ultralytics_yolov8$ yolo export model=yolov8n.pt imgsz=640 format=tflite int8 separate_outputs=True
Traceback (most recent call last):
File "/usr/local/bin/yolo", line 8, in <module>
sys.exit(entrypoint())
File "/home/xhwang/.local/lib/python3.8/site-packages/ultralytics/cfg/__init__.py", line 903, in entrypoint
check_dict_alignment(full_args_dict, overrides)
File "/home/xhwang/.local/lib/python3.8/site-packages/ultralytics/cfg/__init__.py", line 485, in check_dict_alignment
raise SyntaxError(string + CLI_HELP_MSG) from e
SyntaxError: 'separate_outputs' is not a valid YOLO argument.
Arguments received: ['yolo', 'export', 'model=yolov8n.pt', 'imgsz=640', 'format=tflite', 'int8', 'separate_outputs=True']. Ultralytics 'yolo' commands use the following syntax:
yolo TASK MODE ARGS
Where TASK (optional) is one of {'pose', 'detect', 'segment', 'obb', 'classify'}
MODE (required) is one of {'track', 'val', 'export', 'benchmark', 'train', 'predict'}
ARGS (optional) are any number of custom 'arg=value' pairs like 'imgsz=320' that override defaults.
See all ARGS at https://docs.ultralytics.com/usage/cfg or with 'yolo cfg'
1. Train a detection model for 10 epochs with an initial learning_rate of 0.01
yolo train data=coco8.yaml model=yolo11n.pt epochs=10 lr0=0.01
2. Predict a YouTube video using a pretrained segmentation model at image size 320:
yolo predict model=yolo11n-seg.pt source='https://youtu.be/LNwODJXcvt4' imgsz=320
3. Val a pretrained detection model at batch-size 1 and image size 640:
yolo val model=yolo11n.pt data=coco8.yaml batch=1 imgsz=640
4. Export a YOLO11n classification model to ONNX format at image size 224 by 128 (no TASK required)
yolo export model=yolo11n-cls.pt format=onnx imgsz=224,128
5. Streamlit real-time webcam inference GUI
yolo streamlit-predict
6. Ultralytics solutions usage
yolo solutions count or in ['heatmap', 'queue', 'speed', 'workout', 'analytics', 'trackzone'] source="path/to/video/file.mp4"
7. Run special commands:
yolo help
yolo checks
yolo version
yolo settings
yolo copy-cfg
yolo cfg
yolo solutions help
Docs: https://docs.ultralytics.com
Solutions: https://docs.ultralytics.com/solutions/
Community: https://community.ultralytics.com
GitHub: https://github.com/ultralytics/ultralytics
Thanks,
Joshua
