{
  "id": 35062,
  "title": "Semantic segmentation doubt",
  "url": "/competitions/noaa-fisheries-steller-sea-lion-population-count/discussion/35062",
  "author_name": "",
  "post_date": "2017-06-21T10:51:51.986870600Z",
  "votes": 2,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Which option should i choose in the limited time -</p>\n\n<ol>\n<li><p>Train on large images like 2000*1000 with small batch size</p></li>\n<li><p>Train on random patches of small image like 300*300; most of the random patches would be all background i think.</p></li>\n<li><p>Train on small patches like 300*300 with some a threshold for some minimum number of lions.</p></li>\n</ol>",
  "messages": [
    {
      "id": "194685",
      "postDate": "06/21/2017 10:51:51",
      "content": "<p>Which option should i choose in the limited time -</p>\n\n<ol>\n<li><p>Train on large images like 2000*1000 with small batch size</p></li>\n<li><p>Train on random patches of small image like 300*300; most of the random patches would be all background i think.</p></li>\n<li><p>Train on small patches like 300*300 with some a threshold for some minimum number of lions.</p></li>\n</ol>",
      "rawMarkdown": "Which option should i choose in the limited time -\n\n1. Train on large images like 2000*1000 with small batch size\n\n2. Train on random patches of small image like 300*300; most of the random patches would be all background i think.\n\n3. Train on small patches like 300*300 with some a threshold for some minimum number of lions.",
      "votes": null
    },
    {
      "id": "194758",
      "postDate": "06/21/2017 16:58:04",
      "content": "<p>I think 256x256 images using option 3.</p>",
      "rawMarkdown": "I think 256x256 images using option 3.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 194758,
      "author_name": "mrgloom",
      "author_url": "",
      "post_date": "06/21/2017 16:58:04",
      "content": "<p>I think 256x256 images using option 3.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "194685": "Which option should i choose in the limited time -\n\n1. Train on large images like 2000*1000 with small batch size\n\n2. Train on random patches of small image like 300*300; most of the random patches would be all background i think.\n\n3. Train on small patches like 300*300 with some a threshold for some minimum number of lions.",
    "194758": "I think 256x256 images using option 3."
  },
  "source": "meta"
}