{
  "id": 308881,
  "title": "Will Image Size for Train/Inference be important for this competition?",
  "url": "/competitions/happy-whale-and-dolphin/discussion/308881",
  "author_name": "",
  "post_date": "2022-02-20T18:01:54.298346500Z",
  "votes": 5,
  "comment_count": 2,
  "views": 0,
  "content": "<p>An important point that came up during the recent Tensorflow COTS competition was that larger image sizes helped improve the competition metrics. Will larger image size be important for this competition, and what sizes would be recommended given the capabilities of the GPU/TPU Kaggle has provided?</p>",
  "messages": [
    {
      "id": "1698851",
      "postDate": "02/20/2022 18:01:54",
      "content": "<p>An important point that came up during the recent Tensorflow COTS competition was that larger image sizes helped improve the competition metrics. Will larger image size be important for this competition, and what sizes would be recommended given the capabilities of the GPU/TPU Kaggle has provided?</p>",
      "rawMarkdown": "An important point that came up during the recent Tensorflow COTS competition was that larger image sizes helped improve the competition metrics. Will larger image size be important for this competition, and what sizes would be recommended given the capabilities of the GPU/TPU Kaggle has provided?",
      "votes": null
    },
    {
      "id": "1699136",
      "postDate": "02/21/2022 00:18:11",
      "content": "<p>Yes, I think so.</p>",
      "rawMarkdown": "Yes, I think so.",
      "votes": null
    },
    {
      "id": "1699202",
      "postDate": "02/21/2022 02:26:30",
      "content": "<p>I would aim for using the largest image size possible according to the resources available to you. </p>",
      "rawMarkdown": "I would aim for using the largest image size possible according to the resources available to you.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1699136,
      "author_name": "returnofsputnik",
      "author_url": "",
      "post_date": "02/21/2022 00:18:11",
      "content": "<p>Yes, I think so.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1699202,
      "author_name": "init27",
      "author_url": "",
      "post_date": "02/21/2022 02:26:30",
      "content": "<p>I would aim for using the largest image size possible according to the resources available to you. </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1698851": "An important point that came up during the recent Tensorflow COTS competition was that larger image sizes helped improve the competition metrics. Will larger image size be important for this competition, and what sizes would be recommended given the capabilities of the GPU/TPU Kaggle has provided?",
    "1699136": "Yes, I think so.",
    "1699202": "I would aim for using the largest image size possible according to the resources available to you."
  },
  "source": "meta"
}