{
  "id": 409438,
  "title": "🏆 Last ASL competition winner solution 🏆",
  "url": "/competitions/asl-fingerspelling/discussion/409438",
  "author_name": "Dewei Chen",
  "post_date": "2023-05-11T02:57:19.358000",
  "votes": 91,
  "comment_count": 17,
  "views": 0,
  "content": "<p>Competition: <a href=\"https://www.kaggle.com/competitions/asl-signs/\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/</a></p>\n<p>1st place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406684\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406684</a></p>\n<p>2nd place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406306\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406306</a></p>\n<p>3rd place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406568\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406568</a></p>\n<p>4th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406673\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406673</a></p>\n<p>5th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406537\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406537</a></p>\n<p>6th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406537\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406537</a></p>\n<p>8th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406411\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406411</a></p>\n<p>9th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406343\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406343</a></p>\n<p>10th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406434\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406434</a></p>\n<p>11th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406657\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406657</a></p>\n<p>12th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406300\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406300</a></p>\n<p>Chris idea:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406302\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406302</a></p>",
  "messages": [
    {
      "id": 2254474,
      "postDate": "2023-05-11T02:57:19.357Z",
      "content": "<p>Competition: <a href=\"https://www.kaggle.com/competitions/asl-signs/\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/</a></p>\n<p>1st place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406684\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406684</a></p>\n<p>2nd place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406306\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406306</a></p>\n<p>3rd place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406568\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406568</a></p>\n<p>4th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406673\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406673</a></p>\n<p>5th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406537\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406537</a></p>\n<p>6th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406537\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406537</a></p>\n<p>8th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406411\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406411</a></p>\n<p>9th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406343\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406343</a></p>\n<p>10th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406434\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406434</a></p>\n<p>11th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406657\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406657</a></p>\n<p>12th place solution:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406300\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406300</a></p>\n<p>Chris idea:<br>\n<a href=\"https://www.kaggle.com/competitions/asl-signs/discussion/406302\" target=\"_blank\">https://www.kaggle.com/competitions/asl-signs/discussion/406302</a></p>",
      "rawMarkdown": "Competition: https://www.kaggle.com/competitions/asl-signs/\n\n1st place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406684\n\n2nd place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406306\n\n3rd place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406568\n\n4th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406673\n\n5th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406537\n\n6th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406537\n\n8th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406411\n\n9th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406343\n\n10th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406434\n\n11th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406657\n\n12th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406300\n\n\nChris idea:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406302",
      "votes": 91
    },
    {
      "id": 2255240,
      "postDate": "2023-05-11T15:38:13.617Z",
      "content": "<p>Oh, wow. I'll be checking them all out tomorrow. Thank you for sharing. I had no idea what to do in this competition</p>",
      "rawMarkdown": "Oh, wow. I'll be checking them all out tomorrow. Thank you for sharing. I had no idea what to do in this competition",
      "votes": 3
    },
    {
      "id": 2261602,
      "postDate": "2023-05-16T12:56:05.283Z",
      "content": "<p>Appreciate for sharing these links!! are very useful</p>",
      "rawMarkdown": "Appreciate for sharing these links!! are very useful",
      "votes": 1
    },
    {
      "id": 2259037,
      "postDate": "2023-05-14T16:38:38.997Z",
      "content": "<p>thanks for sharing with this content, that was interesting </p>",
      "rawMarkdown": "thanks for sharing with this content, that was interesting ",
      "votes": 1
    },
    {
      "id": 2258705,
      "postDate": "2023-05-14T12:30:28.403Z",
      "content": "<p>Hey, this is super helpful! thanks for sharing this, really helpful for inspiring ideas and direction😁</p>",
      "rawMarkdown": "Hey, this is super helpful! thanks for sharing this, really helpful for inspiring ideas and direction😁",
      "votes": 1
    },
    {
      "id": 2259253,
      "postDate": "2023-05-14T19:46:48.177Z",
      "content": "<p>Hey guys, for the first solution, I tried to check it out but how is the islr training data created (not the one from Kaggle, but the one that the user made) ?</p>",
      "rawMarkdown": "Hey guys, for the first solution, I tried to check it out but how is the islr training data created (not the one from Kaggle, but the one that the user made) ?",
      "votes": 2,
      "replies": [
        {
          "id": 2276491,
          "postDate": "2023-05-26T22:12:41.420Z",
          "content": "<p>I had the same question. I found a dataset containing the files in TFRecord format from the previous competition but none so far from the current.</p>",
          "rawMarkdown": "I had the same question. I found a dataset containing the files in TFRecord format from the previous competition but none so far from the current."
        },
        {
          "id": 2294009,
          "postDate": "2023-06-09T16:49:14.053Z",
          "content": "<p>The author generated the tfrecords files himself. <a href=\"https://www.kaggle.com/code/hoyso48/1st-place-solution-training/comments#2254923\" target=\"_blank\">Here</a> is the Kaggle notebook link shared by the author in his response to the similar question.</p>",
          "rawMarkdown": "The author generated the tfrecords files himself. [Here](https://www.kaggle.com/code/hoyso48/1st-place-solution-training/comments#2254923) is the Kaggle notebook link shared by the author in his response to the similar question."
        }
      ]
    },
    {
      "id": 2407258,
      "postDate": "2023-08-25T01:52:45.353Z",
      "content": "<p>Appreciate for sharing these links!!</p>",
      "rawMarkdown": "Appreciate for sharing these links!!"
    },
    {
      "id": 2340873,
      "postDate": "2023-07-11T18:08:20.233Z",
      "content": "<p>It is interesting that top solutions prefer CNNs over transformers. Looking forward to see if the same trend keeps rocking in this competition as well</p>",
      "rawMarkdown": "It is interesting that top solutions prefer CNNs over transformers. Looking forward to see if the same trend keeps rocking in this competition as well"
    },
    {
      "id": 2273118,
      "postDate": "2023-05-25T02:50:39.773Z",
      "content": "<p>what's the difference between these two competions</p>",
      "rawMarkdown": "what's the difference between these two competions"
    },
    {
      "id": 2265660,
      "postDate": "2023-05-19T12:39:16.967Z",
      "content": "<p>Thank you for sharing! I'm sure it will be very useful</p>",
      "rawMarkdown": "Thank you for sharing! I'm sure it will be very useful"
    },
    {
      "id": 2260754,
      "postDate": "2023-05-15T20:52:23.467Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    },
    {
      "id": 2261105,
      "postDate": "2023-05-16T05:39:18.747Z",
      "content": "<p>Thank you for sharing this!!</p>",
      "rawMarkdown": "Thank you for sharing this!!",
      "votes": 1
    },
    {
      "id": 2374666,
      "postDate": "2023-08-05T06:30:26.883Z",
      "content": "<p>Thanks for sharing!</p>",
      "rawMarkdown": "Thanks for sharing!\n"
    },
    {
      "id": 2364672,
      "postDate": "2023-07-29T14:07:47.147Z",
      "content": "<p>thanks for sharing with this content!</p>",
      "rawMarkdown": "thanks for sharing with this content!"
    },
    {
      "id": 2337537,
      "postDate": "2023-07-10T07:14:29.017Z",
      "content": "<p>Thanks for sharing!</p>",
      "rawMarkdown": "Thanks for sharing!"
    },
    {
      "id": 2264958,
      "postDate": "2023-05-18T22:11:59.970Z",
      "content": "<p>Thanks! It will help definitely</p>",
      "rawMarkdown": "Thanks! It will help definitely"
    }
  ],
  "comments": [
    {
      "id": 2255240,
      "author_name": "Eugene J. Ryu",
      "author_url": "",
      "post_date": "2023-05-11T15:38:13.617000",
      "content": "<p>Oh, wow. I'll be checking them all out tomorrow. Thank you for sharing. I had no idea what to do in this competition</p>",
      "votes": 3,
      "replies": []
    },
    {
      "id": 2261602,
      "author_name": "Felix Gutierrez",
      "author_url": "",
      "post_date": "2023-05-16T12:56:05.283000",
      "content": "<p>Appreciate for sharing these links!! are very useful</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2259037,
      "author_name": "Aisuluu Ulan kyzy",
      "author_url": "",
      "post_date": "2023-05-14T16:38:38.997000",
      "content": "<p>thanks for sharing with this content, that was interesting </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2258705,
      "author_name": "Rahul Namboodiri",
      "author_url": "",
      "post_date": "2023-05-14T12:30:28.403000",
      "content": "<p>Hey, this is super helpful! thanks for sharing this, really helpful for inspiring ideas and direction😁</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2259253,
      "author_name": "Yazan Maarouf",
      "author_url": "",
      "post_date": "2023-05-14T19:46:48.177000",
      "content": "<p>Hey guys, for the first solution, I tried to check it out but how is the islr training data created (not the one from Kaggle, but the one that the user made) ?</p>",
      "votes": 2,
      "replies": [
        {
          "id": 2276491,
          "author_name": "Miltiades general",
          "author_url": "",
          "post_date": "2023-05-26T22:12:41.420000",
          "content": "<p>I had the same question. I found a dataset containing the files in TFRecord format from the previous competition but none so far from the current.</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 2294009,
          "author_name": "JoAI",
          "author_url": "",
          "post_date": "2023-06-09T16:49:14.053000",
          "content": "<p>The author generated the tfrecords files himself. <a href=\"https://www.kaggle.com/code/hoyso48/1st-place-solution-training/comments#2254923\" target=\"_blank\">Here</a> is the Kaggle notebook link shared by the author in his response to the similar question.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 2407258,
      "author_name": "wuzhiqiang01",
      "author_url": "",
      "post_date": "2023-08-25T01:52:45.353000",
      "content": "<p>Appreciate for sharing these links!!</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2340873,
      "author_name": "Dina Almassova",
      "author_url": "",
      "post_date": "2023-07-11T18:08:20.233000",
      "content": "<p>It is interesting that top solutions prefer CNNs over transformers. Looking forward to see if the same trend keeps rocking in this competition as well</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2273118,
      "author_name": "cswwp",
      "author_url": "",
      "post_date": "2023-05-25T02:50:39.773000",
      "content": "<p>what's the difference between these two competions</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2265660,
      "author_name": "pabberpe",
      "author_url": "",
      "post_date": "2023-05-19T12:39:16.967000",
      "content": "<p>Thank you for sharing! I'm sure it will be very useful</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2260754,
      "author_name": "",
      "author_url": "",
      "post_date": "2023-05-15T20:52:23.467000",
      "content": "",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2261105,
      "author_name": "Md Amimul Ihsan",
      "author_url": "",
      "post_date": "2023-05-16T05:39:18.747000",
      "content": "<p>Thank you for sharing this!!</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2374666,
      "author_name": "Aditya aditya",
      "author_url": "",
      "post_date": "2023-08-05T06:30:26.883000",
      "content": "<p>Thanks for sharing!</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2364672,
      "author_name": "DaydaycodingDaydayup",
      "author_url": "",
      "post_date": "2023-07-29T14:07:47.147000",
      "content": "<p>thanks for sharing with this content!</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2337537,
      "author_name": "Yuanjian Li",
      "author_url": "",
      "post_date": "2023-07-10T07:14:29.017000",
      "content": "<p>Thanks for sharing!</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2264958,
      "author_name": "SebastianBarry55",
      "author_url": "",
      "post_date": "2023-05-18T22:11:59.970000",
      "content": "<p>Thanks! It will help definitely</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2254474": "Competition: https://www.kaggle.com/competitions/asl-signs/\n\n1st place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406684\n\n2nd place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406306\n\n3rd place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406568\n\n4th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406673\n\n5th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406537\n\n6th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406537\n\n8th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406411\n\n9th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406343\n\n10th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406434\n\n11th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406657\n\n12th place solution:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406300\n\n\nChris idea:\nhttps://www.kaggle.com/competitions/asl-signs/discussion/406302",
    "2255240": "Oh, wow. I'll be checking them all out tomorrow. Thank you for sharing. I had no idea what to do in this competition",
    "2261602": "Appreciate for sharing these links!! are very useful",
    "2259037": "thanks for sharing with this content, that was interesting ",
    "2258705": "Hey, this is super helpful! thanks for sharing this, really helpful for inspiring ideas and direction😁",
    "2259253": "Hey guys, for the first solution, I tried to check it out but how is the islr training data created (not the one from Kaggle, but the one that the user made) ?",
    "2407258": "Appreciate for sharing these links!!",
    "2340873": "It is interesting that top solutions prefer CNNs over transformers. Looking forward to see if the same trend keeps rocking in this competition as well",
    "2273118": "what's the difference between these two competions",
    "2265660": "Thank you for sharing! I'm sure it will be very useful",
    "2260754": "",
    "2261105": "Thank you for sharing this!!",
    "2374666": "Thanks for sharing!\n",
    "2364672": "thanks for sharing with this content!",
    "2337537": "Thanks for sharing!",
    "2264958": "Thanks! It will help definitely"
  }
}