yolo_custom.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Requirement already satisfied: torch in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (2.1.0)\n",
            "Requirement already satisfied: networkx in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from torch) (3.2)\n",
            "Requirement already satisfied: jinja2 in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from torch) (3.1.2)\n",
            "Requirement already satisfied: sympy in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from torch) (1.12)\n",
            "Requirement already satisfied: fsspec in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from torch) (2023.10.0)\n",
            "Requirement already satisfied: typing-extensions in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from torch) (4.8.0)\n",
            "Requirement already satisfied: filelock in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from torch) (3.12.4)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from jinja2->torch) (2.1.3)\n",
            "Requirement already satisfied: mpmath>=0.19 in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from sympy->torch) (1.3.0)\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "\n",
            "[notice] A new release of pip is available: 23.0.1 -> 23.3.1\n",
            "[notice] To update, run: C:\\Users\\91630\\AppData\\Local\\Microsoft\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\\python.exe -m pip install --upgrade pip\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Collecting onnx\n",
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            "Requirement already satisfied: protobuf>=3.20.2 in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from onnx) (4.24.4)\n",
            "Requirement already satisfied: numpy in c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages (from onnx) (1.26.1)\n",
            "Installing collected packages: onnx\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "ERROR: Could not install packages due to an OSError: [WinError 3] The system cannot find the path specified: 'C:\\\\Users\\\\91630\\\\AppData\\\\Local\\\\Packages\\\\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\\\\LocalCache\\\\local-packages\\\\Python310\\\\site-packages\\\\onnx\\\\backend\\\\test\\\\data\\\\node\\\\test_averagepool_3d_dilations_large_count_include_pad_is_0_ceil_mode_is_False\\\\test_data_set_0'\n",
            "\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "\n",
            "[notice] A new release of pip is available: 23.0.1 -> 23.3.1\n",
            "[notice] To update, run: C:\\Users\\91630\\AppData\\Local\\Microsoft\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\\python.exe -m pip install --upgrade pip\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Collecting tf-nightly\n",
            "  Downloading tf_nightly-2.16.0.dev20231116-cp310-cp310-win_amd64.whl (2.3 kB)\n",
            "Collecting tf-nightly-intel==2.16.0-dev20231116\n",
            "  Downloading tf_nightly_intel-2.16.0.dev20231116-cp310-cp310-win_amd64.whl (191.4 MB)\n",
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          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "ERROR: Exception:\n",
            "Traceback (most recent call last):\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\urllib3\\response.py\", line 438, in _error_catcher\n",
            "    yield\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\urllib3\\response.py\", line 561, in read\n",
            "    data = self._fp_read(amt) if not fp_closed else b\"\"\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\urllib3\\response.py\", line 527, in _fp_read\n",
            "    return self._fp.read(amt) if amt is not None else self._fp.read()\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\cachecontrol\\filewrapper.py\", line 90, in read\n",
            "    data = self.__fp.read(amt)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\http\\client.py\", line 466, in read\n",
            "    s = self.fp.read(amt)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\socket.py\", line 705, in readinto\n",
            "    return self._sock.recv_into(b)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\ssl.py\", line 1274, in recv_into\n",
            "    return self.read(nbytes, buffer)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\ssl.py\", line 1130, in read\n",
            "    return self._sslobj.read(len, buffer)\n",
            "TimeoutError: The read operation timed out\n",
            "\n",
            "During handling of the above exception, another exception occurred:\n",
            "\n",
            "Traceback (most recent call last):\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\cli\\base_command.py\", line 160, in exc_logging_wrapper\n",
            "    status = run_func(*args)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\cli\\req_command.py\", line 247, in wrapper\n",
            "    return func(self, options, args)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\commands\\install.py\", line 419, in run\n",
            "    requirement_set = resolver.resolve(\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\resolution\\resolvelib\\resolver.py\", line 92, in resolve\n",
            "    result = self._result = resolver.resolve(\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\resolvelib\\resolvers.py\", line 481, in resolve\n",
            "    state = resolution.resolve(requirements, max_rounds=max_rounds)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\resolvelib\\resolvers.py\", line 373, in resolve\n",
            "    failure_causes = self._attempt_to_pin_criterion(name)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\resolvelib\\resolvers.py\", line 213, in _attempt_to_pin_criterion\n",
            "    criteria = self._get_updated_criteria(candidate)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\resolvelib\\resolvers.py\", line 204, in _get_updated_criteria\n",
            "    self._add_to_criteria(criteria, requirement, parent=candidate)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\resolvelib\\resolvers.py\", line 172, in _add_to_criteria\n",
            "    if not criterion.candidates:\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\resolvelib\\structs.py\", line 151, in __bool__\n",
            "    return bool(self._sequence)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\resolution\\resolvelib\\found_candidates.py\", line 155, in __bool__\n",
            "    return any(self)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\resolution\\resolvelib\\found_candidates.py\", line 143, in <genexpr>\n",
            "    return (c for c in iterator if id(c) not in self._incompatible_ids)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\resolution\\resolvelib\\found_candidates.py\", line 47, in _iter_built\n",
            "    candidate = func()\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\resolution\\resolvelib\\factory.py\", line 206, in _make_candidate_from_link\n",
            "    self._link_candidate_cache[link] = LinkCandidate(\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\resolution\\resolvelib\\candidates.py\", line 297, in __init__\n",
            "    super().__init__(\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\resolution\\resolvelib\\candidates.py\", line 162, in __init__\n",
            "    self.dist = self._prepare()\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\resolution\\resolvelib\\candidates.py\", line 231, in _prepare\n",
            "    dist = self._prepare_distribution()\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\resolution\\resolvelib\\candidates.py\", line 308, in _prepare_distribution\n",
            "    return preparer.prepare_linked_requirement(self._ireq, parallel_builds=True)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\operations\\prepare.py\", line 491, in prepare_linked_requirement\n",
            "    return self._prepare_linked_requirement(req, parallel_builds)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\operations\\prepare.py\", line 536, in _prepare_linked_requirement\n",
            "    local_file = unpack_url(\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\operations\\prepare.py\", line 166, in unpack_url\n",
            "    file = get_http_url(\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\operations\\prepare.py\", line 107, in get_http_url\n",
            "    from_path, content_type = download(link, temp_dir.path)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\network\\download.py\", line 147, in __call__\n",
            "    for chunk in chunks:\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\cli\\progress_bars.py\", line 53, in _rich_progress_bar\n",
            "    for chunk in iterable:\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_internal\\network\\utils.py\", line 63, in response_chunks\n",
            "    for chunk in response.raw.stream(\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\urllib3\\response.py\", line 622, in stream\n",
            "    data = self.read(amt=amt, decode_content=decode_content)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\urllib3\\response.py\", line 560, in read\n",
            "    with self._error_catcher():\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\contextlib.py\", line 153, in __exit__\n",
            "    self.gen.throw(typ, value, traceback)\n",
            "  File \"C:\\Program Files\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_3.10.3056.0_x64__qbz5n2kfra8p0\\lib\\site-packages\\pip\\_vendor\\urllib3\\response.py\", line 443, in _error_catcher\n",
            "    raise ReadTimeoutError(self._pool, None, \"Read timed out.\")\n",
            "pip._vendor.urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='files.pythonhosted.org', port=443): Read timed out.\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "WARNING: Ignoring invalid distribution -illow (c:\\users\\91630\\appdata\\local\\packages\\pythonsoftwarefoundation.python.3.10_qbz5n2kfra8p0\\localcache\\local-packages\\python310\\site-packages)\n",
            "\n",
            "[notice] A new release of pip is available: 23.0.1 -> 23.3.1\n",
            "[notice] To update, run: C:\\Users\\91630\\AppData\\Local\\Microsoft\\WindowsApps\\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\\python.exe -m pip install --upgrade pip\n"
          ]
        }
      ],
      "source": [
        "!pip install torch\n",
        "!pip install onnx\n",
        "!pip install tf-nightly\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [
        {
          "ename": "ModuleNotFoundError",
          "evalue": "No module named 'models'",
          "output_type": "error",
          "traceback": [
            "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
            "\u001b[1;32mc:\\Users\\91630\\Desktop\\SIH\\SIH\\yolo_custom.ipynb Cell 2\u001b[0m line \u001b[0;36m5\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/91630/Desktop/SIH/SIH/yolo_custom.ipynb#W1sZmlsZQ%3D%3D?line=1'>2</a>\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mtorch\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39monnx\u001b[39;00m\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/91630/Desktop/SIH/SIH/yolo_custom.ipynb#W1sZmlsZQ%3D%3D?line=3'>4</a>\u001b[0m \u001b[39m# Load PyTorch model\u001b[39;00m\n\u001b[1;32m----> <a href='vscode-notebook-cell:/c%3A/Users/91630/Desktop/SIH/SIH/yolo_custom.ipynb#W1sZmlsZQ%3D%3D?line=4'>5</a>\u001b[0m model \u001b[39m=\u001b[39m torch\u001b[39m.\u001b[39mload(\u001b[39m'\u001b[39m\u001b[39mbest.pt\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/91630/Desktop/SIH/SIH/yolo_custom.ipynb#W1sZmlsZQ%3D%3D?line=5'>6</a>\u001b[0m model\u001b[39m.\u001b[39meval()\n\u001b[0;32m      <a href='vscode-notebook-cell:/c%3A/Users/91630/Desktop/SIH/SIH/yolo_custom.ipynb#W1sZmlsZQ%3D%3D?line=7'>8</a>\u001b[0m \u001b[39m# Dummy input (adjust according to your model's input shape)\u001b[39;00m\n",
            "File \u001b[1;32mc:\\Users\\91630\\anaconda3\\Lib\\site-packages\\torch\\serialization.py:1014\u001b[0m, in \u001b[0;36mload\u001b[1;34m(f, map_location, pickle_module, weights_only, mmap, **pickle_load_args)\u001b[0m\n\u001b[0;32m   1012\u001b[0m             \u001b[39mexcept\u001b[39;00m \u001b[39mRuntimeError\u001b[39;00m \u001b[39mas\u001b[39;00m e:\n\u001b[0;32m   1013\u001b[0m                 \u001b[39mraise\u001b[39;00m pickle\u001b[39m.\u001b[39mUnpicklingError(UNSAFE_MESSAGE \u001b[39m+\u001b[39m \u001b[39mstr\u001b[39m(e)) \u001b[39mfrom\u001b[39;00m \u001b[39mNone\u001b[39;00m\n\u001b[1;32m-> 1014\u001b[0m         \u001b[39mreturn\u001b[39;00m _load(opened_zipfile,\n\u001b[0;32m   1015\u001b[0m                      map_location,\n\u001b[0;32m   1016\u001b[0m                      pickle_module,\n\u001b[0;32m   1017\u001b[0m                      overall_storage\u001b[39m=\u001b[39moverall_storage,\n\u001b[0;32m   1018\u001b[0m                      \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mpickle_load_args)\n\u001b[0;32m   1019\u001b[0m \u001b[39mif\u001b[39;00m mmap:\n\u001b[0;32m   1020\u001b[0m     \u001b[39mraise\u001b[39;00m \u001b[39mRuntimeError\u001b[39;00m(\u001b[39m\"\u001b[39m\u001b[39mmmap can only be used with files saved with \u001b[39m\u001b[39m\"\u001b[39m,\n\u001b[0;32m   1021\u001b[0m                        \u001b[39m\"\u001b[39m\u001b[39m`torch.save(_use_new_zipfile_serialization=True), \u001b[39m\u001b[39m\"\u001b[39m\n\u001b[0;32m   1022\u001b[0m                        \u001b[39m\"\u001b[39m\u001b[39mplease torch.save your checkpoint with this option in order to use mmap.\u001b[39m\u001b[39m\"\u001b[39m)\n",
            "File \u001b[1;32mc:\\Users\\91630\\anaconda3\\Lib\\site-packages\\torch\\serialization.py:1422\u001b[0m, in \u001b[0;36m_load\u001b[1;34m(zip_file, map_location, pickle_module, pickle_file, overall_storage, **pickle_load_args)\u001b[0m\n\u001b[0;32m   1420\u001b[0m unpickler \u001b[39m=\u001b[39m UnpicklerWrapper(data_file, \u001b[39m*\u001b[39m\u001b[39m*\u001b[39mpickle_load_args)\n\u001b[0;32m   1421\u001b[0m unpickler\u001b[39m.\u001b[39mpersistent_load \u001b[39m=\u001b[39m persistent_load\n\u001b[1;32m-> 1422\u001b[0m result \u001b[39m=\u001b[39m unpickler\u001b[39m.\u001b[39mload()\n\u001b[0;32m   1424\u001b[0m torch\u001b[39m.\u001b[39m_utils\u001b[39m.\u001b[39m_validate_loaded_sparse_tensors()\n\u001b[0;32m   1425\u001b[0m torch\u001b[39m.\u001b[39m_C\u001b[39m.\u001b[39m_log_api_usage_metadata(\n\u001b[0;32m   1426\u001b[0m     \u001b[39m\"\u001b[39m\u001b[39mtorch.load.metadata\u001b[39m\u001b[39m\"\u001b[39m, {\u001b[39m\"\u001b[39m\u001b[39mserialization_id\u001b[39m\u001b[39m\"\u001b[39m: zip_file\u001b[39m.\u001b[39mserialization_id()}\n\u001b[0;32m   1427\u001b[0m )\n",
            "File \u001b[1;32mc:\\Users\\91630\\anaconda3\\Lib\\site-packages\\torch\\serialization.py:1415\u001b[0m, in \u001b[0;36m_load.<locals>.UnpicklerWrapper.find_class\u001b[1;34m(self, mod_name, name)\u001b[0m\n\u001b[0;32m   1413\u001b[0m         \u001b[39mpass\u001b[39;00m\n\u001b[0;32m   1414\u001b[0m mod_name \u001b[39m=\u001b[39m load_module_mapping\u001b[39m.\u001b[39mget(mod_name, mod_name)\n\u001b[1;32m-> 1415\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39msuper\u001b[39m()\u001b[39m.\u001b[39mfind_class(mod_name, name)\n",
            "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'models'"
          ]
        }
      ],
      "source": [
        "import torch\n",
        "import torch.onnx\n",
        "\n",
        "# Load PyTorch model\n",
        "model = torch.load('best.pt')\n",
        "model.eval()\n",
        "\n",
        "# Dummy input (adjust according to your model's input shape)\n",
        "dummy_input = torch.randn(1, 3, 224, 224)\n",
        "\n",
        "# Export the PyTorch model to ONNX format\n",
        "onnx_path = 'your_model.onnx'\n",
        "torch.onnx.export(model, dummy_input, onnx_path, verbose=True)\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "collapsed_sections": [],
      "name": "yolo_custom.ipynb",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.10.11"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}