4.4 KiB
4.4 KiB
{%set tip1 = ':material-information-outline:{ title="conf, iou, agnostic_nms are also available when nms=True" }' %} {%set tip2 = ':material-information-outline:{ title="conf, iou are also available when nms=True" }' %} {%set tip3 = ':material-information-outline:{ title="imx format only supported for YOLOv8n model currently" }' %}
Format | format Argument |
Model | Metadata | Arguments |
---|---|---|---|---|
PyTorch | - | {{ model_name or "yolo11n" }}.pt |
✅ | - |
TorchScript | torchscript |
{{ model_name or "yolo11n" }}.torchscript |
✅ | imgsz , optimize , nms {{ tip1 }}, batch |
ONNX | onnx |
{{ model_name or "yolo11n" }}.onnx |
✅ | imgsz , half , dynamic , simplify , opset , nms {{ tip1 }}, batch |
OpenVINO | openvino |
{{ model_name or "yolo11n" }}_openvino_model/ |
✅ | imgsz , half , dynamic , int8 , nms {{ tip1 }}, batch , data |
TensorRT | engine |
{{ model_name or "yolo11n" }}.engine |
✅ | imgsz , half , dynamic , simplify , workspace , int8 , nms {{ tip1 }}, batch , data |
CoreML | coreml |
{{ model_name or "yolo11n" }}.mlpackage |
✅ | imgsz , half , int8 , nms {{ tip2 }}, batch |
TF SavedModel | saved_model |
{{ model_name or "yolo11n" }}_saved_model/ |
✅ | imgsz , keras , int8 , nms {{ tip1 }}, batch |
TF GraphDef | pb |
{{ model_name or "yolo11n" }}.pb |
❌ | imgsz , batch |
TF Lite | tflite |
{{ model_name or "yolo11n" }}.tflite |
✅ | imgsz , half , int8 , nms {{ tip1 }}, batch , data |
TF Edge TPU | edgetpu |
{{ model_name or "yolo11n" }}_edgetpu.tflite |
✅ | imgsz |
TF.js | tfjs |
{{ model_name or "yolo11n" }}_web_model/ |
✅ | imgsz , half , int8 , nms {{ tip1 }}, batch |
PaddlePaddle | paddle |
{{ model_name or "yolo11n" }}_paddle_model/ |
✅ | imgsz , batch |
MNN | mnn |
{{ model_name or "yolo11n" }}.mnn |
✅ | imgsz , batch , int8 , half |
NCNN | ncnn |
{{ model_name or "yolo11n" }}_ncnn_model/ |
✅ | imgsz , half , batch |
IMX500{{ tip3 }} | imx |
{{ model_name or "yolov8n" }}_imx_model/ |
✅ | imgsz , int8 , data |
RKNN | rknn |
{{ model_name or "yolo11n" }}_rknn_model/ |
✅ | imgsz , batch , name |