{
  "id": 428149,
  "title": "should i pass the  the set of frames as input or just one among the set of frame . ",
  "url": "/competitions/google-research-identify-contrails-reduce-global-warming/discussion/428149",
  "author_name": "ADITHYA L BHAT",
  "post_date": "2023-07-31T09:27:14.727000",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>so i have been getting confused about what to pass to the model . <a href=\"https://www.kaggle.com/code/inversion/visualizing-contrails/notebook\" target=\"_blank\">https://www.kaggle.com/code/inversion/visualizing-contrails/notebook</a> , so i saw this as the way to create the input data . So should i pass the entire animation frame or just one among the animation frame . Please need some help . Not able to understand how to design my dataloader because of this. .</p>",
  "messages": [
    {
      "id": 2373891,
      "postDate": "2023-08-04T13:38:25.377Z",
      "content": "<p>The 5th frame is the target one, so you should start by only passing that as input. The other previous and following frames could help into giving temporal context to the model but that's proven to be not always the case and only slightly improving in some specific conditions with marginal gains. So focus on the 5th frame first and also check for the ash color dataset that is using only 3 out of the 9 satellite bands available :).</p>",
      "rawMarkdown": "The 5th frame is the target one, so you should start by only passing that as input. The other previous and following frames could help into giving temporal context to the model but that's proven to be not always the case and only slightly improving in some specific conditions with marginal gains. So focus on the 5th frame first and also check for the ash color dataset that is using only 3 out of the 9 satellite bands available :)."
    },
    {
      "id": 2366952,
      "postDate": "2023-07-31T09:27:14.727Z",
      "content": "<p>so i have been getting confused about what to pass to the model . <a href=\"https://www.kaggle.com/code/inversion/visualizing-contrails/notebook\" target=\"_blank\">https://www.kaggle.com/code/inversion/visualizing-contrails/notebook</a> , so i saw this as the way to create the input data . So should i pass the entire animation frame or just one among the animation frame . Please need some help . Not able to understand how to design my dataloader because of this. .</p>",
      "rawMarkdown": "so i have been getting confused about what to pass to the model . https://www.kaggle.com/code/inversion/visualizing-contrails/notebook , so i saw this as the way to create the input data . So should i pass the entire animation frame or just one among the animation frame . Please need some help . Not able to understand how to design my dataloader because of this. ."
    }
  ],
  "comments": [
    {
      "id": 2373891,
      "author_name": "Enric Domingo",
      "author_url": "",
      "post_date": "2023-08-04T13:38:25.377000",
      "content": "<p>The 5th frame is the target one, so you should start by only passing that as input. The other previous and following frames could help into giving temporal context to the model but that's proven to be not always the case and only slightly improving in some specific conditions with marginal gains. So focus on the 5th frame first and also check for the ash color dataset that is using only 3 out of the 9 satellite bands available :).</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2373891": "The 5th frame is the target one, so you should start by only passing that as input. The other previous and following frames could help into giving temporal context to the model but that's proven to be not always the case and only slightly improving in some specific conditions with marginal gains. So focus on the 5th frame first and also check for the ash color dataset that is using only 3 out of the 9 satellite bands available :).",
    "2366952": "so i have been getting confused about what to pass to the model . https://www.kaggle.com/code/inversion/visualizing-contrails/notebook , so i saw this as the way to create the input data . So should i pass the entire animation frame or just one among the animation frame . Please need some help . Not able to understand how to design my dataloader because of this. ."
  }
}