{
  "id": 27954,
  "title": "How to work with images of multiple resolutions?",
  "url": "/competitions/dogs-vs-cats-redux-kernels-edition/discussion/27954",
  "author_name": "",
  "post_date": "2017-01-20T16:36:23.930Z",
  "votes": null,
  "comment_count": 2,
  "views": 98,
  "content": "<p>The images in the training data set have multiple resolutions, e.g. some have 500*374 while some have 150*149 etc. Since the neural network requires fixed number of pixels how do I modify these images? </p>",
  "messages": [
    {
      "id": "157379",
      "postDate": "01/20/2017 16:36:23",
      "content": "<p>The images in the training data set have multiple resolutions, e.g. some have 500*374 while some have 150*149 etc. Since the neural network requires fixed number of pixels how do I modify these images? </p>",
      "rawMarkdown": "The images in the training data set have multiple resolutions, e.g. some have 500*374 while some have 150*149 etc. Since the neural network requires fixed number of pixels how do I modify these images?",
      "votes": null
    },
    {
      "id": "157385",
      "postDate": "01/20/2017 16:47:27",
      "content": "<p>You can resize all images to a fixed height/width.</p>",
      "rawMarkdown": "You can resize all images to a fixed height/width.",
      "votes": null
    },
    {
      "id": "158184",
      "postDate": "01/25/2017 23:16:32",
      "content": "<p>You can try Spatial Pyramid Pooling layer.</p>",
      "rawMarkdown": "You can try Spatial Pyramid Pooling layer.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 157385,
      "author_name": "anasbou",
      "author_url": "",
      "post_date": "01/20/2017 16:47:27",
      "content": "<p>You can resize all images to a fixed height/width.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 158184,
      "author_name": "mrgloom",
      "author_url": "",
      "post_date": "01/25/2017 23:16:32",
      "content": "<p>You can try Spatial Pyramid Pooling layer.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "157379": "The images in the training data set have multiple resolutions, e.g. some have 500*374 while some have 150*149 etc. Since the neural network requires fixed number of pixels how do I modify these images?",
    "157385": "You can resize all images to a fixed height/width.",
    "158184": "You can try Spatial Pyramid Pooling layer."
  },
  "source": "meta"
}