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Signed-off-by: Lakshantha Dissanayake <lakshantha@ultralytics.com> Signed-off-by: Francesco Mattioli <Francesco.mttl@gmail.com> Co-authored-by: Lakshantha Dissanayake <lakshantha@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com> Co-authored-by: A-Tang Fan <117239998+a-tangfan@users.noreply.github.com> Co-authored-by: Onuralp SEZER <onuralp@ultralytics.com> Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
5.4 KiB
5.4 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 and yolo11n model currently" }' %}
| Format | format Argument |
Model | Metadata | Arguments |
|---|---|---|---|---|
| PyTorch | - | {{ model_name or "yolo11n" }}.pt |
✅ | - |
| TorchScript | torchscript |
{{ model_name or "yolo11n" }}.torchscript |
✅ | imgsz, half, dynamic, optimize, nms{{ tip1 }}, batch, device |
| ONNX | onnx |
{{ model_name or "yolo11n" }}.onnx |
✅ | imgsz, half, dynamic, simplify, opset, nms{{ tip1 }}, batch, device |
| OpenVINO | openvino |
{{ model_name or "yolo11n" }}_openvino_model/ |
✅ | imgsz, half, dynamic, int8, nms{{ tip1 }}, batch, data, fraction, device |
| TensorRT | engine |
{{ model_name or "yolo11n" }}.engine |
✅ | imgsz, half, dynamic, simplify, workspace, int8, nms{{ tip1 }}, batch, data, fraction, device |
| CoreML | coreml |
{{ model_name or "yolo11n" }}.mlpackage |
✅ | imgsz, dynamic, half, int8, nms{{ tip2 }}, batch, device |
| TF SavedModel | saved_model |
{{ model_name or "yolo11n" }}_saved_model/ |
✅ | imgsz, keras, int8, nms{{ tip1 }}, batch, device |
| TF GraphDef | pb |
{{ model_name or "yolo11n" }}.pb |
❌ | imgsz, batch, device |
| TF Lite | tflite |
{{ model_name or "yolo11n" }}.tflite |
✅ | imgsz, half, int8, nms{{ tip1 }}, batch, data, fraction, device |
| TF Edge TPU | edgetpu |
{{ model_name or "yolo11n" }}_edgetpu.tflite |
✅ | imgsz, device |
| TF.js | tfjs |
{{ model_name or "yolo11n" }}_web_model/ |
✅ | imgsz, half, int8, nms{{ tip1 }}, batch, device |
| PaddlePaddle | paddle |
{{ model_name or "yolo11n" }}_paddle_model/ |
✅ | imgsz, batch, device |
| MNN | mnn |
{{ model_name or "yolo11n" }}.mnn |
✅ | imgsz, batch, int8, half, device |
| NCNN | ncnn |
{{ model_name or "yolo11n" }}_ncnn_model/ |
✅ | imgsz, half, batch, device |
| IMX500{{ tip3 }} | imx |
{{ model_name or "yolo11n" }}_imx_model/ |
✅ | imgsz, int8, data, fraction, device |
| RKNN | rknn |
{{ model_name or "yolo11n" }}_rknn_model/ |
✅ | imgsz, batch, name, device |
| ExecuTorch | executorch |
{{ model_name or "yolo11n" }}_executorch_model/ |
✅ | imgsz, device |
| Axelera | axelera |
{{ model_name or "yolo11n" }}_axelera_model/ |
✅ | imgsz, int8, data, fraction, device |