{
  "id": 201320,
  "title": "can i use some way of lossless image compression  ?",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/201320",
  "author_name": "",
  "post_date": "2020-12-04T07:56:31.105230700Z",
  "votes": 3,
  "comment_count": 2,
  "views": 0,
  "content": "<p>In dataset we have 100kb images which can be compressed to 10 or 15kb. Can we do that ? Is it of any use ? Will it reduce training time by keeping same performance. </p>",
  "messages": [
    {
      "id": "1101754",
      "postDate": "12/04/2020 07:56:31",
      "content": "<p>In dataset we have 100kb images which can be compressed to 10 or 15kb. Can we do that ? Is it of any use ? Will it reduce training time by keeping same performance. </p>",
      "rawMarkdown": "In dataset we have 100kb images which can be compressed to 10 or 15kb. Can we do that ? Is it of any use ? Will it reduce training time by keeping same performance.",
      "votes": null
    },
    {
      "id": "1101771",
      "postDate": "12/04/2020 08:32:12",
      "content": "<p>For performance, maybe it is determined by how u compress it.</p>\n<p>And u could print the time of dataloading, if it is too long, sure it could  reduce training time.</p>",
      "rawMarkdown": "For performance, maybe it is determined by how u compress it.\n\nAnd u could print the time of dataloading, if it is too long, sure it could  reduce training time.",
      "votes": null
    },
    {
      "id": "1101914",
      "postDate": "12/04/2020 11:53:21",
      "content": "<p>Compression is lossless. i did using online websites but can not do in bulk. So just curious what will be the result. If any body have done it before can share experience and code.</p>",
      "rawMarkdown": "Compression is lossless. i did using online websites but can not do in bulk. So just curious what will be the result. If any body have done it before can share experience and code.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1101771,
      "author_name": "fire15",
      "author_url": "",
      "post_date": "12/04/2020 08:32:12",
      "content": "<p>For performance, maybe it is determined by how u compress it.</p>\n<p>And u could print the time of dataloading, if it is too long, sure it could  reduce training time.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1101914,
          "author_name": "rajanlagah",
          "author_url": "",
          "post_date": "12/04/2020 11:53:21",
          "content": "<p>Compression is lossless. i did using online websites but can not do in bulk. So just curious what will be the result. If any body have done it before can share experience and code.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1101754": "In dataset we have 100kb images which can be compressed to 10 or 15kb. Can we do that ? Is it of any use ? Will it reduce training time by keeping same performance.",
    "1101771": "For performance, maybe it is determined by how u compress it.\n\nAnd u could print the time of dataloading, if it is too long, sure it could  reduce training time.",
    "1101914": "Compression is lossless. i did using online websites but can not do in bulk. So just curious what will be the result. If any body have done it before can share experience and code."
  },
  "source": "meta"
}