Signed-off-by: Mohammed Yasin <32206511+Y-T-G@users.noreply.github.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com> Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: Laughing <61612323+Laughing-q@users.noreply.github.com>
4.2 KiB
4.2 KiB
{%set tip1 = ':material-information-outline:{ title="conf, iou, agnostic_nms are also available when nms=True" }' %}
| 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{{ tip1 }}, 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 | imx |
{{ model_name or "yolov8n" }}_imx_model/ |
✅ | imgsz, int8, data |
| RKNN | rknn |
{{ model_name or "yolo11n" }}_rknn_model/ |
✅ | imgsz, batch, name |