{
  "id": 112686,
  "title": "Augmentations released version 0.4.0",
  "url": "/competitions/understanding_cloud_organization/discussion/112686",
  "author_name": "",
  "post_date": "2019-10-14T19:48:31.750808400Z",
  "votes": 12,
  "comment_count": 4,
  "views": 0,
  "content": "<p>please let us know in the comment box if any of those newly created transforms working well in this competition or not</p>\n\n<p>In the version 0.4.0:</p>\n\n<ul>\n<li><p>10 new transforms.</p></li>\n<li><p>7 more transforms got keypoints support.</p></li>\n<li><p>Added support for images and mask with more than 3 channels.</p></li>\n<li><p>Added Determentistic/Replay mode for debugging.</p></li>\n<li><p>Added a list of the people that use albumentations at Kaggle and other platforms in their winning solutions.</p></li>\n</ul>\n\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2034058%2F072fa093c8ab5b9eb456464a37cdc714%2Fbr.jpg?generation=1571082664007709&amp;alt=media\" alt=\"\"></p>\n\n<p>Full release note : <a href=\"https://github.com/albu/albumentations/releases/tag/0.4.0\">https://github.com/albu/albumentations/releases/tag/0.4.0</a></p>\n\n<p>source : Vladimir Iglovikov, Ph.D</p>",
  "messages": [
    {
      "id": "648947",
      "postDate": "10/14/2019 19:48:31",
      "content": "<p>please let us know in the comment box if any of those newly created transforms working well in this competition or not</p>\n\n<p>In the version 0.4.0:</p>\n\n<ul>\n<li><p>10 new transforms.</p></li>\n<li><p>7 more transforms got keypoints support.</p></li>\n<li><p>Added support for images and mask with more than 3 channels.</p></li>\n<li><p>Added Determentistic/Replay mode for debugging.</p></li>\n<li><p>Added a list of the people that use albumentations at Kaggle and other platforms in their winning solutions.</p></li>\n</ul>\n\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2034058%2F072fa093c8ab5b9eb456464a37cdc714%2Fbr.jpg?generation=1571082664007709&amp;alt=media\" alt=\"\"></p>\n\n<p>Full release note : <a href=\"https://github.com/albu/albumentations/releases/tag/0.4.0\">https://github.com/albu/albumentations/releases/tag/0.4.0</a></p>\n\n<p>source : Vladimir Iglovikov, Ph.D</p>",
      "rawMarkdown": "please let us know in the comment box if any of those newly created transforms working well in this competition or not\n\nIn the version 0.4.0:\n\n- 10 new transforms.\n\n- 7 more transforms got keypoints support.\n\n- Added support for images and mask with more than 3 channels.\n\n- Added Determentistic/Replay mode for debugging.\n\n- Added a list of the people that use albumentations at Kaggle and other platforms in their winning solutions.\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2034058%2F072fa093c8ab5b9eb456464a37cdc714%2Fbr.jpg?generation=1571082664007709&amp;alt=media)\n\n\nFull release note : https://github.com/albu/albumentations/releases/tag/0.4.0\n\nsource : Vladimir Iglovikov, Ph.D",
      "votes": null
    },
    {
      "id": "649227",
      "postDate": "10/15/2019 05:23:30",
      "content": "<p>Thanks  for sharing</p>",
      "rawMarkdown": "Thanks  for sharing",
      "votes": null
    },
    {
      "id": "649251",
      "postDate": "10/15/2019 06:18:11",
      "content": "<p>you are welcome</p>",
      "rawMarkdown": "you are welcome",
      "votes": null
    },
    {
      "id": "651338",
      "postDate": "10/17/2019 11:09:08",
      "content": "<p>Thanks for sharing <a href=\"/mobassir\">@mobassir</a> !</p>",
      "rawMarkdown": "Thanks for sharing @mobassir !",
      "votes": null
    },
    {
      "id": "651556",
      "postDate": "10/17/2019 15:52:44",
      "content": "<p>you are welcome <a href=\"/phunghieu\">@phunghieu</a> </p>",
      "rawMarkdown": "you are welcome @phunghieu",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 649227,
      "author_name": "zhangeng",
      "author_url": "",
      "post_date": "10/15/2019 05:23:30",
      "content": "<p>Thanks  for sharing</p>",
      "votes": null,
      "replies": [
        {
          "id": 649251,
          "author_name": "mobassir",
          "author_url": "",
          "post_date": "10/15/2019 06:18:11",
          "content": "<p>you are welcome</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 651338,
      "author_name": "phunghieu",
      "author_url": "",
      "post_date": "10/17/2019 11:09:08",
      "content": "<p>Thanks for sharing <a href=\"/mobassir\">@mobassir</a> !</p>",
      "votes": null,
      "replies": [
        {
          "id": 651556,
          "author_name": "mobassir",
          "author_url": "",
          "post_date": "10/17/2019 15:52:44",
          "content": "<p>you are welcome <a href=\"/phunghieu\">@phunghieu</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "648947": "please let us know in the comment box if any of those newly created transforms working well in this competition or not\n\nIn the version 0.4.0:\n\n- 10 new transforms.\n\n- 7 more transforms got keypoints support.\n\n- Added support for images and mask with more than 3 channels.\n\n- Added Determentistic/Replay mode for debugging.\n\n- Added a list of the people that use albumentations at Kaggle and other platforms in their winning solutions.\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2034058%2F072fa093c8ab5b9eb456464a37cdc714%2Fbr.jpg?generation=1571082664007709&amp;alt=media)\n\n\nFull release note : https://github.com/albu/albumentations/releases/tag/0.4.0\n\nsource : Vladimir Iglovikov, Ph.D",
    "649227": "Thanks  for sharing",
    "649251": "you are welcome",
    "651338": "Thanks for sharing @mobassir !",
    "651556": "you are welcome @phunghieu"
  },
  "source": "meta"
}