{
  "id": 313838,
  "title": "Resnet with 0.992 accuracy on LB",
  "url": "/competitions/digit-recognizer/discussion/313838",
  "author_name": "grzegorz",
  "post_date": "2022-03-19T06:59:50.876000",
  "votes": 3,
  "comment_count": 5,
  "views": null,
  "content": "<p>Hello guys,</p>\n<p>I tried ResNet and was able to achieve accuracy of about 0.992 with this notebook:<br>\n<a href=\"https://www.kaggle.com/code/gregorkaretka/resnet-with-data-augmentation-0-992-on-ver-19\" target=\"_blank\">https://www.kaggle.com/code/gregorkaretka/resnet-with-data-augmentation-0-992-on-ver-19</a></p>",
  "messages": [
    {
      "id": 1728700,
      "postDate": "2022-03-19T06:59:50.877Z",
      "content": "<p>Hello guys,</p>\n<p>I tried ResNet and was able to achieve accuracy of about 0.992 with this notebook:<br>\n<a href=\"https://www.kaggle.com/code/gregorkaretka/resnet-with-data-augmentation-0-992-on-ver-19\" target=\"_blank\">https://www.kaggle.com/code/gregorkaretka/resnet-with-data-augmentation-0-992-on-ver-19</a></p>",
      "rawMarkdown": "Hello guys,\n\nI tried ResNet and was able to achieve accuracy of about 0.992 with this notebook:\nhttps://www.kaggle.com/code/gregorkaretka/resnet-with-data-augmentation-0-992-on-ver-19",
      "votes": 3
    },
    {
      "id": 1779107,
      "postDate": "2022-05-06T05:45:35.897Z",
      "content": "<p>great results, resnets are super powerful</p>",
      "rawMarkdown": "great results, resnets are super powerful",
      "votes": 1,
      "replies": [
        {
          "id": 1779427,
          "postDate": "2022-05-06T12:31:08.580Z",
          "content": "<p>Thanks, maybe with some data augmentation it can do even better</p>",
          "rawMarkdown": "Thanks, maybe with some data augmentation it can do even better"
        }
      ]
    },
    {
      "id": 1733827,
      "postDate": "2022-03-24T16:29:27.417Z",
      "content": "<p>congratulations, these results are amazing!</p>",
      "rawMarkdown": "congratulations, these results are amazing!",
      "votes": 1,
      "replies": [
        {
          "id": 1733833,
          "postDate": "2022-03-24T16:36:00.340Z",
          "content": "<p>Thanks, maybe using pretrained mobilenet could do even better, gotta try</p>",
          "rawMarkdown": "Thanks, maybe using pretrained mobilenet could do even better, gotta try",
          "votes": 1
        },
        {
          "id": 1733868,
          "postDate": "2022-03-24T17:13:39.603Z",
          "rawMarkdown": "",
          "isDeleted": true
        }
      ]
    }
  ],
  "comments": [
    {
      "id": 1779107,
      "author_name": "Bhavesh Bisht",
      "author_url": "",
      "post_date": "2022-05-06T05:45:35.897000",
      "content": "<p>great results, resnets are super powerful</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1779427,
          "author_name": "grzegorz",
          "author_url": "",
          "post_date": "2022-05-06T12:31:08.580000",
          "content": "<p>Thanks, maybe with some data augmentation it can do even better</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1733827,
      "author_name": "Daniel Moreira de Sousa",
      "author_url": "",
      "post_date": "2022-03-24T16:29:27.417000",
      "content": "<p>congratulations, these results are amazing!</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1733833,
          "author_name": "grzegorz",
          "author_url": "",
          "post_date": "2022-03-24T16:36:00.340000",
          "content": "<p>Thanks, maybe using pretrained mobilenet could do even better, gotta try</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1733868,
          "author_name": "",
          "author_url": "",
          "post_date": "2022-03-24T17:13:39.603000",
          "content": "",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1728700": "Hello guys,\n\nI tried ResNet and was able to achieve accuracy of about 0.992 with this notebook:\nhttps://www.kaggle.com/code/gregorkaretka/resnet-with-data-augmentation-0-992-on-ver-19",
    "1779107": "great results, resnets are super powerful",
    "1733827": "congratulations, these results are amazing!"
  }
}