{
  "id": 71219,
  "title": "Input size images in models and final LB",
  "url": "/competitions/airbus-ship-detection/discussion/71219",
  "author_name": "",
  "post_date": "2018-11-11T15:20:21.869024500Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Does anybody obtained a LB&gt; 0.74 with a model trained with input images of size &lt;512*512?\nIt seems that train images&gt;512*512 requires a GPU ram&gt;8G for models of type UNET34.</p>",
  "messages": [
    {
      "id": "419242",
      "postDate": "11/11/2018 15:20:21",
      "content": "<p>Does anybody obtained a LB&gt; 0.74 with a model trained with input images of size &lt;512*512?\nIt seems that train images&gt;512*512 requires a GPU ram&gt;8G for models of type UNET34.</p>",
      "rawMarkdown": "Does anybody obtained a LB&gt; 0.74 with a model trained with input images of size &lt;512*512?\nIt seems that train images&gt;512*512 requires a GPU ram&gt;8G for models of type UNET34.",
      "votes": null
    },
    {
      "id": "419299",
      "postDate": "11/11/2018 16:55:37",
      "content": "<p>I did. You can use 384 crops</p>",
      "rawMarkdown": "I did. You can use 384 crops",
      "votes": null
    },
    {
      "id": "419389",
      "postDate": "11/11/2018 21:28:53",
      "content": "<p>Thanks I wille try</p>",
      "rawMarkdown": "Thanks I wille try",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 419299,
      "author_name": "arc144",
      "author_url": "",
      "post_date": "11/11/2018 16:55:37",
      "content": "<p>I did. You can use 384 crops</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 419389,
      "author_name": "pierretisseur",
      "author_url": "",
      "post_date": "11/11/2018 21:28:53",
      "content": "<p>Thanks I wille try</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "419242": "Does anybody obtained a LB&gt; 0.74 with a model trained with input images of size &lt;512*512?\nIt seems that train images&gt;512*512 requires a GPU ram&gt;8G for models of type UNET34.",
    "419299": "I did. You can use 384 crops",
    "419389": "Thanks I wille try"
  },
  "source": "meta"
}