{
  "id": 213553,
  "title": "filters on images",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/213553",
  "author_name": "",
  "post_date": "2021-01-23T10:30:13.722642100Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Will applying any filter to images work better for results.</p>",
  "messages": [
    {
      "id": "1165948",
      "postDate": "01/23/2021 10:30:13",
      "content": "<p>Will applying any filter to images work better for results.</p>",
      "rawMarkdown": "Will applying any filter to images work better for results.",
      "votes": null
    },
    {
      "id": "1166601",
      "postDate": "01/23/2021 17:55:51",
      "content": "<p>Not sure what you mean by filters but assume your asking about image manipulations that are not part of the augmentation methods available for Pytorch or Keras coding.  Those augmentations work - but like the porridge in the nursery story of Little Red Riding Hood - getting the porridge just right is the key.</p>\n<p>If your talking about filters outside of that bunch, I tried a couple of image filters that are common to satellite imagery.  There is a notebook shared where the poster talks about this type.   My efforts were not helpful for results but I am very far from being a skilled Python code writer so possible I screwed things up.  I did reach the conclusion that the models we have for use are powerful enough to find that type of image filtering.</p>",
      "rawMarkdown": "Not sure what you mean by filters but assume your asking about image manipulations that are not part of the augmentation methods available for Pytorch or Keras coding.  Those augmentations work - but like the porridge in the nursery story of Little Red Riding Hood - getting the porridge just right is the key.\n\nIf your talking about filters outside of that bunch, I tried a couple of image filters that are common to satellite imagery.  There is a notebook shared where the poster talks about this type.   My efforts were not helpful for results but I am very far from being a skilled Python code writer so possible I screwed things up.  I did reach the conclusion that the models we have for use are powerful enough to find that type of image filtering.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1166601,
      "author_name": "pcjimmmy",
      "author_url": "",
      "post_date": "01/23/2021 17:55:51",
      "content": "<p>Not sure what you mean by filters but assume your asking about image manipulations that are not part of the augmentation methods available for Pytorch or Keras coding.  Those augmentations work - but like the porridge in the nursery story of Little Red Riding Hood - getting the porridge just right is the key.</p>\n<p>If your talking about filters outside of that bunch, I tried a couple of image filters that are common to satellite imagery.  There is a notebook shared where the poster talks about this type.   My efforts were not helpful for results but I am very far from being a skilled Python code writer so possible I screwed things up.  I did reach the conclusion that the models we have for use are powerful enough to find that type of image filtering.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1165948": "Will applying any filter to images work better for results.",
    "1166601": "Not sure what you mean by filters but assume your asking about image manipulations that are not part of the augmentation methods available for Pytorch or Keras coding.  Those augmentations work - but like the porridge in the nursery story of Little Red Riding Hood - getting the porridge just right is the key.\n\nIf your talking about filters outside of that bunch, I tried a couple of image filters that are common to satellite imagery.  There is a notebook shared where the poster talks about this type.   My efforts were not helpful for results but I am very far from being a skilled Python code writer so possible I screwed things up.  I did reach the conclusion that the models we have for use are powerful enough to find that type of image filtering."
  },
  "source": "meta"
}