2025-03-26 11:26:55 +08:00

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