{
  "id": 186126,
  "title": "what type of AUG",
  "url": "/competitions/osic-pulmonary-fibrosis-progression/discussion/186126",
  "author_name": "",
  "post_date": "2020-09-23T10:41:14.113797Z",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hey, I used aug below in my kernel but the result was not sensible, please can you help me to find the best aug? what did you test?<br>\nthank you</p>\n<pre><code>augs = {'Original': None,'Blur': Alb.Blur(p=1.0),\n#         'MedianBlur': Alb.MedianBlur(blur_limit=5, p=1.0),\n        'GaussianBlur': Alb.GaussianBlur(p=1.0),\n        'MotionBlur': Alb.MotionBlur(p=1.0),\n        'GridDropout': Alb.GridDropout(p=1.0),\n        'GaussNoise': Alb.GaussNoise(p=1.0),\n       }\n</code></pre>",
  "messages": [
    {
      "id": "1023618",
      "postDate": "09/23/2020 10:41:14",
      "content": "<p>Hey, I used aug below in my kernel but the result was not sensible, please can you help me to find the best aug? what did you test?<br>\nthank you</p>\n<pre><code>augs = {'Original': None,'Blur': Alb.Blur(p=1.0),\n#         'MedianBlur': Alb.MedianBlur(blur_limit=5, p=1.0),\n        'GaussianBlur': Alb.GaussianBlur(p=1.0),\n        'MotionBlur': Alb.MotionBlur(p=1.0),\n        'GridDropout': Alb.GridDropout(p=1.0),\n        'GaussNoise': Alb.GaussNoise(p=1.0),\n       }\n</code></pre>",
      "rawMarkdown": "Hey, I used aug below in my kernel but the result was not sensible, please can you help me to find the best aug? what did you test?\nthank you\n\n```\naugs = {'Original': None,'Blur': Alb.Blur(p=1.0),\n#         'MedianBlur': Alb.MedianBlur(blur_limit=5, p=1.0),\n        'GaussianBlur': Alb.GaussianBlur(p=1.0),\n        'MotionBlur': Alb.MotionBlur(p=1.0),\n        'GridDropout': Alb.GridDropout(p=1.0),\n        'GaussNoise': Alb.GaussNoise(p=1.0),\n       }\n```",
      "votes": null
    },
    {
      "id": "1023626",
      "postDate": "09/23/2020 10:43:58",
      "content": "<p>I used GaussianBlur in train, but I'm not sure that it can increase the score.</p>",
      "rawMarkdown": "I used GaussianBlur in train, but I'm not sure that it can increase the score.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1023626,
      "author_name": "",
      "author_url": "",
      "post_date": "09/23/2020 10:43:58",
      "content": "<p>I used GaussianBlur in train, but I'm not sure that it can increase the score.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1023618": "Hey, I used aug below in my kernel but the result was not sensible, please can you help me to find the best aug? what did you test?\nthank you\n\n```\naugs = {'Original': None,'Blur': Alb.Blur(p=1.0),\n#         'MedianBlur': Alb.MedianBlur(blur_limit=5, p=1.0),\n        'GaussianBlur': Alb.GaussianBlur(p=1.0),\n        'MotionBlur': Alb.MotionBlur(p=1.0),\n        'GridDropout': Alb.GridDropout(p=1.0),\n        'GaussNoise': Alb.GaussNoise(p=1.0),\n       }\n```",
    "1023626": "I used GaussianBlur in train, but I'm not sure that it can increase the score."
  },
  "source": "meta"
}