{
  "id": 225161,
  "title": "💥💥 Useful Reference Notebooks from Previous iWildcam Competitions 🔥🔥",
  "url": "/competitions/iwildcam2021-fgvc8/discussion/225161",
  "author_name": "Tensor Girl",
  "post_date": "2021-03-11T04:38:27.211000",
  "votes": 22,
  "comment_count": 7,
  "views": 0,
  "content": "<p>I have curated some interesting notebooks from previous iWildcam competitions , so beginners can get started easily using these references</p>\n<p><img src=\"https://drive.google.com/uc?id=1PnwYvq1b4YYa2avApND2CdaGY46RNKnr\" alt=\"\"></p>\n<p><strong>2020</strong></p>\n<p><a href=\"https://www.kaggle.com/aleksandradeis/iwildcam-eda\" target=\"_blank\">https://www.kaggle.com/aleksandradeis/iwildcam-eda</a></p>\n<p><a href=\"https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start\" target=\"_blank\">https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start</a></p>\n<p><a href=\"https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start\" target=\"_blank\">https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start</a></p>\n<p><a href=\"https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images\" target=\"_blank\">https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images</a></p>\n<p><a href=\"https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020\" target=\"_blank\">https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020</a></p>\n<p><a href=\"https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training\" target=\"_blank\">https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training</a></p>\n<p><strong>2019</strong></p>\n<p><a href=\"https://www.kaggle.com/artgor/iwildcam-basic-eda\" target=\"_blank\">https://www.kaggle.com/artgor/iwildcam-basic-eda</a></p>\n<p><a href=\"https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction\" target=\"_blank\">https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction</a></p>\n<p><a href=\"https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019\" target=\"_blank\">https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019</a></p>\n<p><a href=\"https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019\" target=\"_blank\">https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019</a></p>\n<p><a href=\"https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet\" target=\"_blank\">https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet</a></p>\n<p>Hope you found this useful . If you come across any other interesting notebook , do share in the comment and I will update the post</p>\n<p>Good Luck to the competition !!!</p>",
  "messages": [
    {
      "id": 1234248,
      "postDate": "2021-03-11T04:38:27.213Z",
      "content": "<p>I have curated some interesting notebooks from previous iWildcam competitions , so beginners can get started easily using these references</p>\n<p><img src=\"https://drive.google.com/uc?id=1PnwYvq1b4YYa2avApND2CdaGY46RNKnr\" alt=\"\"></p>\n<p><strong>2020</strong></p>\n<p><a href=\"https://www.kaggle.com/aleksandradeis/iwildcam-eda\" target=\"_blank\">https://www.kaggle.com/aleksandradeis/iwildcam-eda</a></p>\n<p><a href=\"https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start\" target=\"_blank\">https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start</a></p>\n<p><a href=\"https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start\" target=\"_blank\">https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start</a></p>\n<p><a href=\"https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images\" target=\"_blank\">https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images</a></p>\n<p><a href=\"https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020\" target=\"_blank\">https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020</a></p>\n<p><a href=\"https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training\" target=\"_blank\">https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training</a></p>\n<p><strong>2019</strong></p>\n<p><a href=\"https://www.kaggle.com/artgor/iwildcam-basic-eda\" target=\"_blank\">https://www.kaggle.com/artgor/iwildcam-basic-eda</a></p>\n<p><a href=\"https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction\" target=\"_blank\">https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction</a></p>\n<p><a href=\"https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019\" target=\"_blank\">https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019</a></p>\n<p><a href=\"https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019\" target=\"_blank\">https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019</a></p>\n<p><a href=\"https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet\" target=\"_blank\">https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet</a></p>\n<p>Hope you found this useful . If you come across any other interesting notebook , do share in the comment and I will update the post</p>\n<p>Good Luck to the competition !!!</p>",
      "rawMarkdown": "I have curated some interesting notebooks from previous iWildcam competitions , so beginners can get started easily using these references\n\n\n![](https://drive.google.com/uc?id=1PnwYvq1b4YYa2avApND2CdaGY46RNKnr)\n\n**2020**\n\nhttps://www.kaggle.com/aleksandradeis/iwildcam-eda\n\nhttps://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start\n\nhttps://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start\n\nhttps://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images\n\nhttps://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020\n\nhttps://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training\n\n**2019**\n\nhttps://www.kaggle.com/artgor/iwildcam-basic-eda\n\nhttps://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction\n\nhttps://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019\n\nhttps://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019\n\nhttps://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet\n\nHope you found this useful . If you come across any other interesting notebook , do share in the comment and I will update the post\n\nGood Luck to the competition !!!\n\n",
      "votes": 22
    },
    {
      "id": 1243545,
      "postDate": "2021-03-18T09:59:58.917Z",
      "content": "<p>Thanks for sharing some valuable information <a href=\"https://www.kaggle.com/usharengaraju\" target=\"_blank\">@usharengaraju</a> </p>",
      "rawMarkdown": "Thanks for sharing some valuable information @usharengaraju ",
      "votes": 1
    },
    {
      "id": 1234859,
      "postDate": "2021-03-11T16:16:49.187Z",
      "content": "<p>Awesome! Thanks for putting these lists together :)</p>",
      "rawMarkdown": "Awesome! Thanks for putting these lists together :)",
      "votes": 1,
      "replies": [
        {
          "id": 1235228,
          "postDate": "2021-03-12T00:58:11.167Z",
          "content": "<p><a href=\"https://www.kaggle.com/sbeery\" target=\"_blank\">@sbeery</a> Glad you like it..</p>",
          "rawMarkdown": "@sbeery Glad you like it.."
        }
      ]
    },
    {
      "id": 1270026,
      "postDate": "2021-04-11T07:25:53.507Z",
      "content": "<p>Thanks for sharing some valuable information</p>",
      "rawMarkdown": "Thanks for sharing some valuable information"
    },
    {
      "id": 1279549,
      "postDate": "2021-04-21T03:18:23.703Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 1236028,
      "postDate": "2021-03-12T17:24:47.790Z",
      "content": "<p>very nice! thanks for sharing!</p>",
      "rawMarkdown": "very nice! thanks for sharing!",
      "votes": 1
    },
    {
      "id": 1263666,
      "postDate": "2021-04-05T15:27:53.657Z",
      "content": "<p>It helps me a lot.Thanks!</p>",
      "rawMarkdown": "It helps me a lot.Thanks!"
    }
  ],
  "comments": [
    {
      "id": 1243545,
      "author_name": "Thrinesh Duvvuru",
      "author_url": "",
      "post_date": "2021-03-18T09:59:58.917000",
      "content": "<p>Thanks for sharing some valuable information <a href=\"https://www.kaggle.com/usharengaraju\" target=\"_blank\">@usharengaraju</a> </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1234859,
      "author_name": "sbeery",
      "author_url": "",
      "post_date": "2021-03-11T16:16:49.187000",
      "content": "<p>Awesome! Thanks for putting these lists together :)</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1235228,
          "author_name": "Tensor Girl",
          "author_url": "",
          "post_date": "2021-03-12T00:58:11.167000",
          "content": "<p><a href=\"https://www.kaggle.com/sbeery\" target=\"_blank\">@sbeery</a> Glad you like it..</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1270026,
      "author_name": "Kompella Bhargava Kiran",
      "author_url": "",
      "post_date": "2021-04-11T07:25:53.507000",
      "content": "<p>Thanks for sharing some valuable information</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1279549,
      "author_name": "",
      "author_url": "",
      "post_date": "2021-04-21T03:18:23.703000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1236028,
      "author_name": "Salman Chen",
      "author_url": "",
      "post_date": "2021-03-12T17:24:47.790000",
      "content": "<p>very nice! thanks for sharing!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1263666,
      "author_name": "Ma Long",
      "author_url": "",
      "post_date": "2021-04-05T15:27:53.657000",
      "content": "<p>It helps me a lot.Thanks!</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1234248": "I have curated some interesting notebooks from previous iWildcam competitions , so beginners can get started easily using these references\n\n\n![](https://drive.google.com/uc?id=1PnwYvq1b4YYa2avApND2CdaGY46RNKnr)\n\n**2020**\n\nhttps://www.kaggle.com/aleksandradeis/iwildcam-eda\n\nhttps://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start\n\nhttps://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start\n\nhttps://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images\n\nhttps://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020\n\nhttps://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training\n\n**2019**\n\nhttps://www.kaggle.com/artgor/iwildcam-basic-eda\n\nhttps://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction\n\nhttps://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019\n\nhttps://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019\n\nhttps://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet\n\nHope you found this useful . If you come across any other interesting notebook , do share in the comment and I will update the post\n\nGood Luck to the competition !!!\n\n",
    "1243545": "Thanks for sharing some valuable information @usharengaraju ",
    "1234859": "Awesome! Thanks for putting these lists together :)",
    "1270026": "Thanks for sharing some valuable information",
    "1279549": "",
    "1236028": "very nice! thanks for sharing!",
    "1263666": "It helps me a lot.Thanks!"
  }
}