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asus4/export_yolo11_seg.ipynb

Created February 7, 2025 12:50
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export_yolo11_seg.ipynb
{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "xcpJWi_vzK2u",
"outputId": "243b2610-ba3b-40da-9ff8-a66dd281e432"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting ultralytics\n",
" Downloading ultralytics-8.3.70-py3-none-any.whl.metadata (35 kB)\n",
"Requirement already satisfied: numpy<=2.1.1,>=1.23.0 in /usr/local/lib/python3.11/dist-packages (from ultralytics) (1.26.4)\n",
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"Requirement already satisfied: requests>=2.23.0 in /usr/local/lib/python3.11/dist-packages (from ultralytics) (2.32.3)\n",
"Requirement already satisfied: scipy>=1.4.1 in /usr/local/lib/python3.11/dist-packages (from ultralytics) (1.13.1)\n",
"Requirement already satisfied: torch>=1.8.0 in /usr/local/lib/python3.11/dist-packages (from ultralytics) (2.5.1+cu124)\n",
"Requirement already satisfied: torchvision>=0.9.0 in /usr/local/lib/python3.11/dist-packages (from ultralytics) (0.20.1+cu124)\n",
"Requirement already satisfied: tqdm>=4.64.0 in /usr/local/lib/python3.11/dist-packages (from ultralytics) (4.67.1)\n",
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"Requirement already satisfied: pandas>=1.1.4 in /usr/local/lib/python3.11/dist-packages (from ultralytics) (2.2.2)\n",
"Requirement already satisfied: seaborn>=0.11.0 in /usr/local/lib/python3.11/dist-packages (from ultralytics) (0.13.2)\n",
"Collecting ultralytics-thop>=2.0.0 (from ultralytics)\n",
" Downloading ultralytics_thop-2.0.14-py3-none-any.whl.metadata (9.4 kB)\n",
"Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib>=3.3.0->ultralytics) (1.3.1)\n",
"Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.11/dist-packages (from matplotlib>=3.3.0->ultralytics) (0.12.1)\n",
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"Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.11/dist-packages (from matplotlib>=3.3.0->ultralytics) (24.2)\n",
"Requirement already satisfied: pyparsing>=2.3.1 in /usr/local/lib/python3.11/dist-packages (from matplotlib>=3.3.0->ultralytics) (3.2.1)\n",
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"Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas>=1.1.4->ultralytics) (2024.2)\n",
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"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests>=2.23.0->ultralytics) (3.10)\n",
"Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests>=2.23.0->ultralytics) (2.3.0)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests>=2.23.0->ultralytics) (2024.12.14)\n",
"Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from torch>=1.8.0->ultralytics) (3.17.0)\n",
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"Requirement already satisfied: fsspec in /usr/local/lib/python3.11/dist-packages (from torch>=1.8.0->ultralytics) (2024.10.0)\n",
"Collecting nvidia-cuda-nvrtc-cu12==12.4.127 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-cuda-runtime-cu12==12.4.127 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-cuda-cupti-cu12==12.4.127 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
"Collecting nvidia-cudnn-cu12==9.1.0.70 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
"Collecting nvidia-cublas-cu12==12.4.5.8 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-cufft-cu12==11.2.1.3 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-curand-cu12==10.3.5.147 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Collecting nvidia-cusolver-cu12==11.6.1.9 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
"Collecting nvidia-cusparse-cu12==12.3.1.170 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl.metadata (1.6 kB)\n",
"Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in /usr/local/lib/python3.11/dist-packages (from torch>=1.8.0->ultralytics) (2.21.5)\n",
"Requirement already satisfied: nvidia-nvtx-cu12==12.4.127 in /usr/local/lib/python3.11/dist-packages (from torch>=1.8.0->ultralytics) (12.4.127)\n",
"Collecting nvidia-nvjitlink-cu12==12.4.127 (from torch>=1.8.0->ultralytics)\n",
" Downloading nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl.metadata (1.5 kB)\n",
"Requirement already satisfied: triton==3.1.0 in /usr/local/lib/python3.11/dist-packages (from torch>=1.8.0->ultralytics) (3.1.0)\n",
"Requirement already satisfied: sympy==1.13.1 in /usr/local/lib/python3.11/dist-packages (from torch>=1.8.0->ultralytics) (1.13.1)\n",
"Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from sympy==1.13.1->torch>=1.8.0->ultralytics) (1.3.0)\n",
"Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/dist-packages (from python-dateutil>=2.7->matplotlib>=3.3.0->ultralytics) (1.17.0)\n",
"Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.11/dist-packages (from jinja2->torch>=1.8.0->ultralytics) (3.0.2)\n",
"Downloading ultralytics-8.3.70-py3-none-any.whl (914 kB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m914.9/914.9 kB\u001b[0m \u001b[31m15.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hDownloading nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl (363.4 MB)\n",
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"\u001b[?25hDownloading nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (13.8 MB)\n",
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"\u001b[?25hDownloading nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (24.6 MB)\n",
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"\u001b[?25hDownloading nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (883 kB)\n",
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"\u001b[?25hDownloading nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl (664.8 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m664.8/664.8 MB\u001b[0m \u001b[31m1.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hDownloading nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl (211.5 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m211.5/211.5 MB\u001b[0m \u001b[31m5.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hDownloading nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl (56.3 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m56.3/56.3 MB\u001b[0m \u001b[31m10.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hDownloading nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl (127.9 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m127.9/127.9 MB\u001b[0m \u001b[31m8.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hDownloading nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl (207.5 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m207.5/207.5 MB\u001b[0m \u001b[31m5.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hDownloading nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl (21.1 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m21.1/21.1 MB\u001b[0m \u001b[31m47.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hDownloading ultralytics_thop-2.0.14-py3-none-any.whl (26 kB)\n",
"Installing collected packages: nvidia-nvjitlink-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, nvidia-cusparse-cu12, nvidia-cudnn-cu12, nvidia-cusolver-cu12, ultralytics-thop, ultralytics\n",
" Attempting uninstall: nvidia-nvjitlink-cu12\n",
" Found existing installation: nvidia-nvjitlink-cu12 12.5.82\n",
" Uninstalling nvidia-nvjitlink-cu12-12.5.82:\n",
" Successfully uninstalled nvidia-nvjitlink-cu12-12.5.82\n",
" Attempting uninstall: nvidia-curand-cu12\n",
" Found existing installation: nvidia-curand-cu12 10.3.6.82\n",
" Uninstalling nvidia-curand-cu12-10.3.6.82:\n",
" Successfully uninstalled nvidia-curand-cu12-10.3.6.82\n",
" Attempting uninstall: nvidia-cufft-cu12\n",
" Found existing installation: nvidia-cufft-cu12 11.2.3.61\n",
" Uninstalling nvidia-cufft-cu12-11.2.3.61:\n",
" Successfully uninstalled nvidia-cufft-cu12-11.2.3.61\n",
" Attempting uninstall: nvidia-cuda-runtime-cu12\n",
" Found existing installation: nvidia-cuda-runtime-cu12 12.5.82\n",
" Uninstalling nvidia-cuda-runtime-cu12-12.5.82:\n",
" Successfully uninstalled nvidia-cuda-runtime-cu12-12.5.82\n",
" Attempting uninstall: nvidia-cuda-nvrtc-cu12\n",
" Found existing installation: nvidia-cuda-nvrtc-cu12 12.5.82\n",
" Uninstalling nvidia-cuda-nvrtc-cu12-12.5.82:\n",
" Successfully uninstalled nvidia-cuda-nvrtc-cu12-12.5.82\n",
" Attempting uninstall: nvidia-cuda-cupti-cu12\n",
" Found existing installation: nvidia-cuda-cupti-cu12 12.5.82\n",
" Uninstalling nvidia-cuda-cupti-cu12-12.5.82:\n",
" Successfully uninstalled nvidia-cuda-cupti-cu12-12.5.82\n",
" Attempting uninstall: nvidia-cublas-cu12\n",
" Found existing installation: nvidia-cublas-cu12 12.5.3.2\n",
" Uninstalling nvidia-cublas-cu12-12.5.3.2:\n",
" Successfully uninstalled nvidia-cublas-cu12-12.5.3.2\n",
" Attempting uninstall: nvidia-cusparse-cu12\n",
" Found existing installation: nvidia-cusparse-cu12 12.5.1.3\n",
" Uninstalling nvidia-cusparse-cu12-12.5.1.3:\n",
" Successfully uninstalled nvidia-cusparse-cu12-12.5.1.3\n",
" Attempting uninstall: nvidia-cudnn-cu12\n",
" Found existing installation: nvidia-cudnn-cu12 9.3.0.75\n",
" Uninstalling nvidia-cudnn-cu12-9.3.0.75:\n",
" Successfully uninstalled nvidia-cudnn-cu12-9.3.0.75\n",
" Attempting uninstall: nvidia-cusolver-cu12\n",
" Found existing installation: nvidia-cusolver-cu12 11.6.3.83\n",
" Uninstalling nvidia-cusolver-cu12-11.6.3.83:\n",
" Successfully uninstalled nvidia-cusolver-cu12-11.6.3.83\n",
"Successfully installed nvidia-cublas-cu12-12.4.5.8 nvidia-cuda-cupti-cu12-12.4.127 nvidia-cuda-nvrtc-cu12-12.4.127 nvidia-cuda-runtime-cu12-12.4.127 nvidia-cudnn-cu12-9.1.0.70 nvidia-cufft-cu12-11.2.1.3 nvidia-curand-cu12-10.3.5.147 nvidia-cusolver-cu12-11.6.1.9 nvidia-cusparse-cu12-12.3.1.170 nvidia-nvjitlink-cu12-12.4.127 ultralytics-8.3.70 ultralytics-thop-2.0.14\n",
"\n",
"Usage: \n",
" pip3 <command> [options]\n",
"\n",
"Commands:\n",
" install Install packages.\n",
" download Download packages.\n",
" uninstall Uninstall packages.\n",
" freeze Output installed packages in requirements format.\n",
" inspect Inspect the python environment.\n",
" list List installed packages.\n",
" show Show information about installed packages.\n",
" check Verify installed packages have compatible dependencies.\n",
" config Manage local and global configuration.\n",
" search Search PyPI for packages.\n",
" cache Inspect and manage pip's wheel cache.\n",
" index Inspect information available from package indexes.\n",
" wheel Build wheels from your requirements.\n",
" hash Compute hashes of package archives.\n",
" completion A helper command used for command completion.\n",
" debug Show information useful for debugging.\n",
" help Show help for commands.\n",
"\n",
"General Options:\n",
" -h, --help Show help.\n",
" --debug Let unhandled exceptions propagate outside the main subroutine,\n",
" instead of logging them to stderr.\n",
" --isolated Run pip in an isolated mode, ignoring environment variables and user\n",
" configuration.\n",
" --require-virtualenv Allow pip to only run in a virtual environment; exit with an error\n",
" otherwise.\n",
" --python <python> Run pip with the specified Python interpreter.\n",
" -v, --verbose Give more output. Option is additive, and can be used up to 3 times.\n",
" -V, --version Show version and exit.\n",
" -q, --quiet Give less output. Option is additive, and can be used up to 3 times\n",
" (corresponding to WARNING, ERROR, and CRITICAL logging levels).\n",
" --log <path> Path to a verbose appending log.\n",
" --no-input Disable prompting for input.\n",
" --keyring-provider <keyring_provider>\n",
" Enable the credential lookup via the keyring library if user input\n",
" is allowed. Specify which mechanism to use [disabled, import,\n",
" subprocess]. (default: disabled)\n",
" --proxy <proxy> Specify a proxy in the form\n",
" scheme://[user:passwd@]proxy.server:port.\n",
" --retries <retries> Maximum number of retries each connection should attempt (default 5\n",
" times).\n",
" --timeout <sec> Set the socket timeout (default 15 seconds).\n",
" --exists-action <action> Default action when a path already exists: (s)witch, (i)gnore,\n",
" (w)ipe, (b)ackup, (a)bort.\n",
" --trusted-host <hostname> Mark this host or host:port pair as trusted, even though it does not\n",
" have valid or any HTTPS.\n",
" --cert <path> Path to PEM-encoded CA certificate bundle. If provided, overrides\n",
" the default. See 'SSL Certificate Verification' in pip documentation\n",
" for more information.\n",
" --client-cert <path> Path to SSL client certificate, a single file containing the private\n",
" key and the certificate in PEM format.\n",
" --cache-dir <dir> Store the cache data in <dir>.\n",
" --no-cache-dir Disable the cache.\n",
" --disable-pip-version-check\n",
" Don't periodically check PyPI to determine whether a new version of\n",
" pip is available for download. Implied with --no-index.\n",
" --no-color Suppress colored output.\n",
" --no-python-version-warning\n",
" Silence deprecation warnings for upcoming unsupported Pythons.\n",
" --use-feature <feature> Enable new functionality, that may be backward incompatible.\n",
" --use-deprecated <feature> Enable deprecated functionality, that will be removed in the future.\n"
]
}
],
"source": [
"# Install devendent libraries\n",
"\n",
"!pip install ultralytics\n",
"!pip\n"
]
},
{
"cell_type": "code",
"source": [
"from ultralytics import YOLO\n",
"\n",
"# Load a model\n",
"model = YOLO(\"yolo11n-seg.pt\")\n",
"\n",
"# Export the model\n",
"# model.export(format=\"onnx\", dynamic=True)\n",
"model.export(format=\"onnx\", dynamic=False)\n",
"\n",
"\n"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 938
},
"id": "S_fMK45Xz5rt",
"outputId": "c9e6a870-3f6e-40e7-8506-3e9c70b5130b"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Creating new Ultralytics Settings v0.0.6 file ✅ \n",
"View Ultralytics Settings with 'yolo settings' or at '/root/.config/Ultralytics/settings.json'\n",
"Update Settings with 'yolo settings key=value', i.e. 'yolo settings runs_dir=path/to/dir'. For help see https://docs.ultralytics.com/quickstart/#ultralytics-settings.\n",
"Downloading https://github.com/ultralytics/assets/releases/download/v8.3.0/yolo11n-seg.pt to 'yolo11n-seg.pt'...\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"100%|██████████| 5.90M/5.90M [00:00<00:00, 67.1MB/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"Ultralytics 8.3.70 🚀 Python-3.11.11 torch-2.5.1+cu124 CPU (Intel Xeon 2.20GHz)\n",
"YOLO11n-seg summary (fused): 265 layers, 2,868,664 parameters, 0 gradients, 10.4 GFLOPs\n",
"\n",
"\u001b[34m\u001b[1mPyTorch:\u001b[0m starting from 'yolo11n-seg.pt' with input shape (1, 3, 640, 640) BCHW and output shape(s) ((1, 116, 8400), (1, 32, 160, 160)) (5.9 MB)\n",
"\u001b[31m\u001b[1mrequirements:\u001b[0m Ultralytics requirements ['onnx>=1.12.0', 'onnxslim', 'onnxruntime'] not found, attempting AutoUpdate...\n",
"Collecting onnx>=1.12.0\n",
" Downloading onnx-1.17.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (16 kB)\n",
"Collecting onnxslim\n",
" Downloading onnxslim-0.1.48-py3-none-any.whl.metadata (4.6 kB)\n",
"Collecting onnxruntime\n",
" Downloading onnxruntime-1.20.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.metadata (4.5 kB)\n",
"Requirement already satisfied: numpy>=1.20 in /usr/local/lib/python3.11/dist-packages (from onnx>=1.12.0) (1.26.4)\n",
"Requirement already satisfied: protobuf>=3.20.2 in /usr/local/lib/python3.11/dist-packages (from onnx>=1.12.0) (4.25.6)\n",
"Requirement already satisfied: sympy in /usr/local/lib/python3.11/dist-packages (from onnxslim) (1.13.1)\n",
"Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from onnxslim) (24.2)\n",
"Collecting coloredlogs (from onnxruntime)\n",
" Downloading coloredlogs-15.0.1-py2.py3-none-any.whl.metadata (12 kB)\n",
"Requirement already satisfied: flatbuffers in /usr/local/lib/python3.11/dist-packages (from onnxruntime) (25.1.24)\n",
"Collecting humanfriendly>=9.1 (from coloredlogs->onnxruntime)\n",
" Downloading humanfriendly-10.0-py2.py3-none-any.whl.metadata (9.2 kB)\n",
"Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.11/dist-packages (from sympy->onnxslim) (1.3.0)\n",
"Downloading onnx-1.17.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (16.0 MB)\n",
" ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 16.0/16.0 MB 194.5 MB/s eta 0:00:00\n",
"Downloading onnxslim-0.1.48-py3-none-any.whl (142 kB)\n",
" ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 142.9/142.9 kB 255.1 MB/s eta 0:00:00\n",
"Downloading onnxruntime-1.20.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (13.3 MB)\n",
" ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 13.3/13.3 MB 202.7 MB/s eta 0:00:00\n",
"Downloading coloredlogs-15.0.1-py2.py3-none-any.whl (46 kB)\n",
" ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 46.0/46.0 kB 135.4 MB/s eta 0:00:00\n",
"Downloading humanfriendly-10.0-py2.py3-none-any.whl (86 kB)\n",
" ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 86.8/86.8 kB 225.4 MB/s eta 0:00:00\n",
"Installing collected packages: onnx, humanfriendly, onnxslim, coloredlogs, onnxruntime\n",
"Successfully installed coloredlogs-15.0.1 humanfriendly-10.0 onnx-1.17.0 onnxruntime-1.20.1 onnxslim-0.1.48\n",
"\n",
"\u001b[31m\u001b[1mrequirements:\u001b[0m AutoUpdate success ✅ 10.4s, installed 3 packages: ['onnx>=1.12.0', 'onnxslim', 'onnxruntime']\n",
"\u001b[31m\u001b[1mrequirements:\u001b[0m ⚠️ \u001b[1mRestart runtime or rerun command for updates to take effect\u001b[0m\n",
"\n",
"\n",
"\u001b[34m\u001b[1mONNX:\u001b[0m starting export with onnx 1.17.0 opset 19...\n",
"\u001b[34m\u001b[1mONNX:\u001b[0m slimming with onnxslim 0.1.48...\n",
"\u001b[34m\u001b[1mONNX:\u001b[0m export success ✅ 61.8s, saved as 'yolo11n-seg.onnx' (11.1 MB)\n",
"\n",
"Export complete (64.5s)\n",
"Results saved to \u001b[1m/content\u001b[0m\n",
"Predict: yolo predict task=segment model=yolo11n-seg.onnx imgsz=640 \n",
"Validate: yolo val task=segment model=yolo11n-seg.onnx imgsz=640 data=/ultralytics/ultralytics/cfg/datasets/coco.yaml \n",
"Visualize: https://netron.app\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"'yolo11n-seg.onnx'"
],
"application/vnd.google.colaboratory.intrinsic+json": {
"type": "string"
}
},
"metadata": {},
"execution_count": 2
}
]
}
]
}
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