{
  "id": 402425,
  "title": "Ensembling ",
  "url": "/competitions/birdclef-2023/discussion/402425",
  "author_name": "",
  "post_date": "2023-04-18T10:57:38.028174500Z",
  "votes": null,
  "comment_count": 3,
  "views": 0,
  "content": "<p>How many people have already ensembled the model and submitted the notebook and scored high .<br>\njust wanted to know whether ensembling is working or not ?</p>",
  "messages": [
    {
      "id": "2225689",
      "postDate": "04/18/2023 10:57:38",
      "content": "<p>How many people have already ensembled the model and submitted the notebook and scored high .<br>\njust wanted to know whether ensembling is working or not ?</p>",
      "rawMarkdown": "How many people have already ensembled the model and submitted the notebook and scored high .\njust wanted to know whether ensembling is working or not ?",
      "votes": null
    },
    {
      "id": "2226732",
      "postDate": "04/19/2023 07:01:40",
      "content": "<p>Hey, I tried out an ensemble of efficientnet b1 and b3 and was quite successful as this is currently my best submission. It takes close to two hours to run though.</p>\n<p>Best,<br>\nJan</p>",
      "rawMarkdown": "Hey, I tried out an ensemble of efficientnet b1 and b3 and was quite successful as this is currently my best submission. It takes close to two hours to run though.\n\nBest,\nJan",
      "votes": null
    },
    {
      "id": "2226933",
      "postDate": "04/19/2023 11:47:59",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/janbrederecke\" target=\"_blank\">@janbrederecke</a>  thanks for sharing your inputs . </p>",
      "rawMarkdown": "Hi @janbrederecke  thanks for sharing your inputs .",
      "votes": null
    },
    {
      "id": "2228141",
      "postDate": "04/20/2023 09:57:00",
      "content": "<p>No problem! Glad if you find it helpful! Besides that I did nothing special so far, as I am pretty new to all this. Pretrained the models on the 21/22 data and used no fancy image augmentation so far but implemented cutmix augmentation which improved my score by 0.01.</p>\n<p>Best,<br>\nJan </p>",
      "rawMarkdown": "No problem! Glad if you find it helpful! Besides that I did nothing special so far, as I am pretty new to all this. Pretrained the models on the 21/22 data and used no fancy image augmentation so far but implemented cutmix augmentation which improved my score by 0.01.\n\nBest,\nJan",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2226732,
      "author_name": "janbrederecke",
      "author_url": "",
      "post_date": "04/19/2023 07:01:40",
      "content": "<p>Hey, I tried out an ensemble of efficientnet b1 and b3 and was quite successful as this is currently my best submission. It takes close to two hours to run though.</p>\n<p>Best,<br>\nJan</p>",
      "votes": null,
      "replies": [
        {
          "id": 2226933,
          "author_name": "vpkprasanna",
          "author_url": "",
          "post_date": "04/19/2023 11:47:59",
          "content": "<p>Hi <a href=\"https://www.kaggle.com/janbrederecke\" target=\"_blank\">@janbrederecke</a>  thanks for sharing your inputs . </p>",
          "votes": null,
          "replies": [
            {
              "id": 2228141,
              "author_name": "janbrederecke",
              "author_url": "",
              "post_date": "04/20/2023 09:57:00",
              "content": "<p>No problem! Glad if you find it helpful! Besides that I did nothing special so far, as I am pretty new to all this. Pretrained the models on the 21/22 data and used no fancy image augmentation so far but implemented cutmix augmentation which improved my score by 0.01.</p>\n<p>Best,<br>\nJan </p>",
              "votes": null,
              "replies": []
            }
          ]
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2225689": "How many people have already ensembled the model and submitted the notebook and scored high .\njust wanted to know whether ensembling is working or not ?",
    "2226732": "Hey, I tried out an ensemble of efficientnet b1 and b3 and was quite successful as this is currently my best submission. It takes close to two hours to run though.\n\nBest,\nJan",
    "2226933": "Hi @janbrederecke  thanks for sharing your inputs .",
    "2228141": "No problem! Glad if you find it helpful! Besides that I did nothing special so far, as I am pretty new to all this. Pretrained the models on the 21/22 data and used no fancy image augmentation so far but implemented cutmix augmentation which improved my score by 0.01.\n\nBest,\nJan"
  },
  "source": "meta"
}