{
  "id": 410662,
  "title": "Importing Marble library",
  "url": "/competitions/image-matching-challenge-2023/discussion/410662",
  "author_name": "",
  "post_date": "2023-05-16T06:11:33.317316Z",
  "votes": -1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I greatly appreciate coming across this remarkable notebook: <a href=\"url\" target=\"_blank\">https://www.kaggle.com/code/khuang724/imc-2023-submission-example.</a></p>\n<p>However, I noticed that the notebook includes code that imports a library called Marble.<br>\nBut it is very difficult find documentation about using Marble for Python.</p>\n<p>`# General utilities<br>\nimport os<br>\nfrom tqdm import tqdm<br>\nfrom time import time<br>\nfrom fastprogress import progress_bar<br>\nimport gc<br>\nimport numpy as np<br>\nimport h5py<br>\nfrom IPython.display import clear_output<br>\nfrom collections import defaultdict<br>\nfrom copy import deepcopy<br>\nimport sys</p>\n<h1>CV/ML</h1>\n<p>import cv2<br>\nimport torch<br>\nimport torch.nn.functional as F<br>\nimport kornia as K<br>\nimport kornia.feature as KF<br>\nfrom PIL import Image<br>\nimport timm<br>\nfrom timm.data import resolve_data_config<br>\nfrom timm.data.transforms_factory import create_transform</p>\n<h1>3D reconstruction</h1>\n<p>import pycolmap<br>\nsys.path.append('/kaggle/input/d/khuang724/imc2023/')<br>\nsys.path.append('/kaggle/input/d/khuang724/imc2023/imc_2023')<br>\nfrom third_party.marble import import_to_database, pairs_from_retrieval, global_desc_generator, extract_features<br>\nfrom envs import *`</p>\n<p>Would it be possible for you to kindly provide me with assistance to setup Marble for these competetions contexts and learn more about it?</p>",
  "messages": [
    {
      "id": "2261138",
      "postDate": "05/16/2023 06:11:33",
      "content": "<p>I greatly appreciate coming across this remarkable notebook: <a href=\"url\" target=\"_blank\">https://www.kaggle.com/code/khuang724/imc-2023-submission-example.</a></p>\n<p>However, I noticed that the notebook includes code that imports a library called Marble.<br>\nBut it is very difficult find documentation about using Marble for Python.</p>\n<p>`# General utilities<br>\nimport os<br>\nfrom tqdm import tqdm<br>\nfrom time import time<br>\nfrom fastprogress import progress_bar<br>\nimport gc<br>\nimport numpy as np<br>\nimport h5py<br>\nfrom IPython.display import clear_output<br>\nfrom collections import defaultdict<br>\nfrom copy import deepcopy<br>\nimport sys</p>\n<h1>CV/ML</h1>\n<p>import cv2<br>\nimport torch<br>\nimport torch.nn.functional as F<br>\nimport kornia as K<br>\nimport kornia.feature as KF<br>\nfrom PIL import Image<br>\nimport timm<br>\nfrom timm.data import resolve_data_config<br>\nfrom timm.data.transforms_factory import create_transform</p>\n<h1>3D reconstruction</h1>\n<p>import pycolmap<br>\nsys.path.append('/kaggle/input/d/khuang724/imc2023/')<br>\nsys.path.append('/kaggle/input/d/khuang724/imc2023/imc_2023')<br>\nfrom third_party.marble import import_to_database, pairs_from_retrieval, global_desc_generator, extract_features<br>\nfrom envs import *`</p>\n<p>Would it be possible for you to kindly provide me with assistance to setup Marble for these competetions contexts and learn more about it?</p>",
      "rawMarkdown": "I greatly appreciate coming across this remarkable notebook: [https://www.kaggle.com/code/khuang724/imc-2023-submission-example.](url)\n\nHowever, I noticed that the notebook includes code that imports a library called Marble.\nBut it is very difficult find documentation about using Marble for Python.\n\n`# General utilities\nimport os\nfrom tqdm import tqdm\nfrom time import time\nfrom fastprogress import progress_bar\nimport gc\nimport numpy as np\nimport h5py\nfrom IPython.display import clear_output\nfrom collections import defaultdict\nfrom copy import deepcopy\nimport sys\n\n# CV/ML\nimport cv2\nimport torch\nimport torch.nn.functional as F\nimport kornia as K\nimport kornia.feature as KF\nfrom PIL import Image\nimport timm\nfrom timm.data import resolve_data_config\nfrom timm.data.transforms_factory import create_transform\n\n# 3D reconstruction\nimport pycolmap\nsys.path.append('/kaggle/input/d/khuang724/imc2023/')\nsys.path.append('/kaggle/input/d/khuang724/imc2023/imc_2023')\nfrom third_party.marble import import_to_database, pairs_from_retrieval, global_desc_generator, extract_features\nfrom envs import *`\n\nWould it be possible for you to kindly provide me with assistance to setup Marble for these competetions contexts and learn more about it?",
      "votes": null
    },
    {
      "id": "2261719",
      "postDate": "05/16/2023 14:10:36",
      "content": "<p><a href=\"https://marble.kde.org/dev-doc.php\" target=\"_blank\">https://marble.kde.org/dev-doc.php</a></p>",
      "rawMarkdown": "https://marble.kde.org/dev-doc.php",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2261719,
      "author_name": "dasithniwanthaka",
      "author_url": "",
      "post_date": "05/16/2023 14:10:36",
      "content": "<p><a href=\"https://marble.kde.org/dev-doc.php\" target=\"_blank\">https://marble.kde.org/dev-doc.php</a></p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2261138": "I greatly appreciate coming across this remarkable notebook: [https://www.kaggle.com/code/khuang724/imc-2023-submission-example.](url)\n\nHowever, I noticed that the notebook includes code that imports a library called Marble.\nBut it is very difficult find documentation about using Marble for Python.\n\n`# General utilities\nimport os\nfrom tqdm import tqdm\nfrom time import time\nfrom fastprogress import progress_bar\nimport gc\nimport numpy as np\nimport h5py\nfrom IPython.display import clear_output\nfrom collections import defaultdict\nfrom copy import deepcopy\nimport sys\n\n# CV/ML\nimport cv2\nimport torch\nimport torch.nn.functional as F\nimport kornia as K\nimport kornia.feature as KF\nfrom PIL import Image\nimport timm\nfrom timm.data import resolve_data_config\nfrom timm.data.transforms_factory import create_transform\n\n# 3D reconstruction\nimport pycolmap\nsys.path.append('/kaggle/input/d/khuang724/imc2023/')\nsys.path.append('/kaggle/input/d/khuang724/imc2023/imc_2023')\nfrom third_party.marble import import_to_database, pairs_from_retrieval, global_desc_generator, extract_features\nfrom envs import *`\n\nWould it be possible for you to kindly provide me with assistance to setup Marble for these competetions contexts and learn more about it?",
    "2261719": "https://marble.kde.org/dev-doc.php"
  },
  "source": "meta"
}