{
  "id": 130704,
  "title": "104 Flowers: Garden of Eden",
  "url": "/competitions/flower-classification-with-tpus/discussion/130704",
  "author_name": "",
  "post_date": "2020-02-15T21:24:26.844354100Z",
  "votes": 8,
  "comment_count": 8,
  "views": 0,
  "content": "<p>Hello everyone, </p>\n\n<p>I just published <a href=\"https://www.kaggle.com/msheriey/104-flowers-garden-of-eden-starter-kernel\">this kernel</a> which presents a basic usage of the <a href=\"https://www.kaggle.com/msheriey/104-flowers-garden-of-eden\">104 Flowers: Garden of Eden dataset</a> which is a JPEG conversion of this competition's TFRecords dataset.</p>\n\n<p>The aim behind this kernel and dataset is to help people:</p>\n\n<ul>\n<li>Practice transforming it back to TFRecords.</li>\n<li>Add it to the Valentine's kernel.</li>\n<li>View the original dataset more easily.</li>\n<li>Perform EDAs.</li>\n</ul>\n\n<p>or else.</p>\n\n<p>I hope you that it presents some sort of ease for you to create EDAs as I think there are some interesting properties in the data.</p>\n\n<p>For example, the test set and how I got these from it:</p>\n\n<p>idnum: 6d711f23b\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fabd8dce8ee337fd0ad454839b6419983%2F6d711f23b.jpeg?generation=1581801137866965&amp;alt=media\" alt=\"\"></p>\n\n<p>idnum: 5febcda99\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2F2a0514b7db46c3bae83e5a9df0fb3b4b%2F5febcda99.jpeg?generation=1581801205629078&amp;alt=media\" alt=\"\">\nYES IT'S BLANK</p>\n\n<p>idnum: c92860c63\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fee767621ce40e7f52808288de04e7658%2Fc92860c63.jpeg?generation=1581801479047302&amp;alt=media\" alt=\"\"></p>\n\n<p>idnum: c874dbc71\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fa9e074cfab95dc298762e194c5b7b674%2Fc874dbc71.jpeg?generation=1581801781193251&amp;alt=media\" alt=\"\"></p>\n\n<p>And more.</p>\n\n<p>Hope this helps ^^</p>",
  "messages": [
    {
      "id": "747015",
      "postDate": "02/15/2020 21:24:26",
      "content": "<p>Hello everyone, </p>\n\n<p>I just published <a href=\"https://www.kaggle.com/msheriey/104-flowers-garden-of-eden-starter-kernel\">this kernel</a> which presents a basic usage of the <a href=\"https://www.kaggle.com/msheriey/104-flowers-garden-of-eden\">104 Flowers: Garden of Eden dataset</a> which is a JPEG conversion of this competition's TFRecords dataset.</p>\n\n<p>The aim behind this kernel and dataset is to help people:</p>\n\n<ul>\n<li>Practice transforming it back to TFRecords.</li>\n<li>Add it to the Valentine's kernel.</li>\n<li>View the original dataset more easily.</li>\n<li>Perform EDAs.</li>\n</ul>\n\n<p>or else.</p>\n\n<p>I hope you that it presents some sort of ease for you to create EDAs as I think there are some interesting properties in the data.</p>\n\n<p>For example, the test set and how I got these from it:</p>\n\n<p>idnum: 6d711f23b\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fabd8dce8ee337fd0ad454839b6419983%2F6d711f23b.jpeg?generation=1581801137866965&amp;alt=media\" alt=\"\"></p>\n\n<p>idnum: 5febcda99\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2F2a0514b7db46c3bae83e5a9df0fb3b4b%2F5febcda99.jpeg?generation=1581801205629078&amp;alt=media\" alt=\"\">\nYES IT'S BLANK</p>\n\n<p>idnum: c92860c63\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fee767621ce40e7f52808288de04e7658%2Fc92860c63.jpeg?generation=1581801479047302&amp;alt=media\" alt=\"\"></p>\n\n<p>idnum: c874dbc71\n<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fa9e074cfab95dc298762e194c5b7b674%2Fc874dbc71.jpeg?generation=1581801781193251&amp;alt=media\" alt=\"\"></p>\n\n<p>And more.</p>\n\n<p>Hope this helps ^^</p>",
      "rawMarkdown": "Hello everyone, \n\nI just published [this kernel](https://www.kaggle.com/msheriey/104-flowers-garden-of-eden-starter-kernel) which presents a basic usage of the [104 Flowers: Garden of Eden dataset](https://www.kaggle.com/msheriey/104-flowers-garden-of-eden) which is a JPEG conversion of this competition's TFRecords dataset.\n\nThe aim behind this kernel and dataset is to help people:\n\n- Practice transforming it back to TFRecords.\n- Add it to the Valentine's kernel.\n- View the original dataset more easily.\n- Perform EDAs.\n\nor else.\n\nI hope you that it presents some sort of ease for you to create EDAs as I think there are some interesting properties in the data.\n\nFor example, the test set and how I got these from it:\n\nidnum: 6d711f23b\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fabd8dce8ee337fd0ad454839b6419983%2F6d711f23b.jpeg?generation=1581801137866965&amp;alt=media)\n\nidnum: 5febcda99\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2F2a0514b7db46c3bae83e5a9df0fb3b4b%2F5febcda99.jpeg?generation=1581801205629078&amp;alt=media)\nYES IT'S BLANK\n\nidnum: c92860c63\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fee767621ce40e7f52808288de04e7658%2Fc92860c63.jpeg?generation=1581801479047302&amp;alt=media)\n\nidnum: c874dbc71\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fa9e074cfab95dc298762e194c5b7b674%2Fc874dbc71.jpeg?generation=1581801781193251&amp;alt=media)\n\nAnd more.\n\nHope this helps ^^",
      "votes": null
    },
    {
      "id": "747023",
      "postDate": "02/15/2020 21:33:42",
      "content": "<p>Great!</p>",
      "rawMarkdown": "Great!",
      "votes": null
    },
    {
      "id": "747332",
      "postDate": "02/16/2020 09:25:41",
      "content": "<p>Thanks Yih, please don't forget to upvote the kernel and dataset too if you find them helpful 😁 </p>\n\n<p>Really looking forward to your notebooks as they've helped earlier in the TF2 QA Competition ;)</p>",
      "rawMarkdown": "Thanks Yih, please don't forget to upvote the kernel and dataset too if you find them helpful 😁 \n\nReally looking forward to your notebooks as they've helped earlier in the TF2 QA Competition ;)",
      "votes": null
    },
    {
      "id": "749591",
      "postDate": "02/18/2020 19:48:18",
      "content": "<p>Thanks Mourad. Yes there will always be a couple of oddballs in a dataset of this size, although I can assure you there were many more when we started assembling it :-).\nThe \"broken pic\" and the \"blank\" images are obviously bad.\nThe \"head with daisies\" and \"tulip field\" images are legit though. </p>",
      "rawMarkdown": "Thanks Mourad. Yes there will always be a couple of oddballs in a dataset of this size, although I can assure you there were many more when we started assembling it :-).\nThe \"broken pic\" and the \"blank\" images are obviously bad.\nThe \"head with daisies\" and \"tulip field\" images are legit though.",
      "votes": null
    },
    {
      "id": "749598",
      "postDate": "02/18/2020 19:50:17",
      "content": "<p>I did'n even realize this \"Flowers\" competition would be launching the same week as Valentine's day :-)\nHappy coincidence.</p>",
      "rawMarkdown": "I did'n even realize this \"Flowers\" competition would be launching the same week as Valentine's day :-)\nHappy coincidence.",
      "votes": null
    },
    {
      "id": "749605",
      "postDate": "02/18/2020 19:55:22",
      "content": "<p>What interests me is that the first two are in the test set so it lead me to think that this wasn't labeled by humans. Maybe pseudo-labeled?</p>",
      "rawMarkdown": "What interests me is that the first two are in the test set so it lead me to think that this wasn't labeled by humans. Maybe pseudo-labeled?",
      "votes": null
    },
    {
      "id": "749721",
      "postDate": "02/18/2020 21:47:24",
      "content": "<p>Mourad: been there, done that 👍 before you've asked. Why Marilyn Monroe has daisies in her image? Do we have to make that too? I didn't try the TPU yet. But I Will.</p>",
      "rawMarkdown": "Mourad: been there, done that 👍 before you've asked. Why Marilyn Monroe has daisies in her image? Do we have to make that too? I didn't try the TPU yet. But I Will.",
      "votes": null
    },
    {
      "id": "749734",
      "postDate": "02/18/2020 22:02:16",
      "content": "<p>Martin G.: Jung's theory of synchronicity says there are links between events beyond cause and effect. Patterns the conscious mind can't perceive. There is no such thing as coincidences (quote from Leroy Jethro Gibbs NCIS)</p>",
      "rawMarkdown": "Martin G.: Jung's theory of synchronicity says there are links between events beyond cause and effect. Patterns the conscious mind can't perceive. There is no such thing as coincidences (quote from Leroy Jethro Gibbs NCIS)",
      "votes": null
    },
    {
      "id": "752161",
      "postDate": "02/20/2020 19:20:06",
      "content": "<p>good</p>",
      "rawMarkdown": "good",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 747023,
      "author_name": "yihdarshieh",
      "author_url": "",
      "post_date": "02/15/2020 21:33:42",
      "content": "<p>Great!</p>",
      "votes": null,
      "replies": [
        {
          "id": 747332,
          "author_name": "msheriey",
          "author_url": "",
          "post_date": "02/16/2020 09:25:41",
          "content": "<p>Thanks Yih, please don't forget to upvote the kernel and dataset too if you find them helpful 😁 </p>\n\n<p>Really looking forward to your notebooks as they've helped earlier in the TF2 QA Competition ;)</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 749591,
      "author_name": "mgorner",
      "author_url": "",
      "post_date": "02/18/2020 19:48:18",
      "content": "<p>Thanks Mourad. Yes there will always be a couple of oddballs in a dataset of this size, although I can assure you there were many more when we started assembling it :-).\nThe \"broken pic\" and the \"blank\" images are obviously bad.\nThe \"head with daisies\" and \"tulip field\" images are legit though. </p>",
      "votes": null,
      "replies": [
        {
          "id": 749605,
          "author_name": "msheriey",
          "author_url": "",
          "post_date": "02/18/2020 19:55:22",
          "content": "<p>What interests me is that the first two are in the test set so it lead me to think that this wasn't labeled by humans. Maybe pseudo-labeled?</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 749598,
      "author_name": "mgorner",
      "author_url": "",
      "post_date": "02/18/2020 19:50:17",
      "content": "<p>I did'n even realize this \"Flowers\" competition would be launching the same week as Valentine's day :-)\nHappy coincidence.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 749721,
      "author_name": "mpwolke",
      "author_url": "",
      "post_date": "02/18/2020 21:47:24",
      "content": "<p>Mourad: been there, done that 👍 before you've asked. Why Marilyn Monroe has daisies in her image? Do we have to make that too? I didn't try the TPU yet. But I Will.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 749734,
      "author_name": "mpwolke",
      "author_url": "",
      "post_date": "02/18/2020 22:02:16",
      "content": "<p>Martin G.: Jung's theory of synchronicity says there are links between events beyond cause and effect. Patterns the conscious mind can't perceive. There is no such thing as coincidences (quote from Leroy Jethro Gibbs NCIS)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 752161,
      "author_name": "",
      "author_url": "",
      "post_date": "02/20/2020 19:20:06",
      "content": "<p>good</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "747015": "Hello everyone, \n\nI just published [this kernel](https://www.kaggle.com/msheriey/104-flowers-garden-of-eden-starter-kernel) which presents a basic usage of the [104 Flowers: Garden of Eden dataset](https://www.kaggle.com/msheriey/104-flowers-garden-of-eden) which is a JPEG conversion of this competition's TFRecords dataset.\n\nThe aim behind this kernel and dataset is to help people:\n\n- Practice transforming it back to TFRecords.\n- Add it to the Valentine's kernel.\n- View the original dataset more easily.\n- Perform EDAs.\n\nor else.\n\nI hope you that it presents some sort of ease for you to create EDAs as I think there are some interesting properties in the data.\n\nFor example, the test set and how I got these from it:\n\nidnum: 6d711f23b\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fabd8dce8ee337fd0ad454839b6419983%2F6d711f23b.jpeg?generation=1581801137866965&amp;alt=media)\n\nidnum: 5febcda99\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2F2a0514b7db46c3bae83e5a9df0fb3b4b%2F5febcda99.jpeg?generation=1581801205629078&amp;alt=media)\nYES IT'S BLANK\n\nidnum: c92860c63\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fee767621ce40e7f52808288de04e7658%2Fc92860c63.jpeg?generation=1581801479047302&amp;alt=media)\n\nidnum: c874dbc71\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F2510328%2Fa9e074cfab95dc298762e194c5b7b674%2Fc874dbc71.jpeg?generation=1581801781193251&amp;alt=media)\n\nAnd more.\n\nHope this helps ^^",
    "747023": "Great!",
    "747332": "Thanks Yih, please don't forget to upvote the kernel and dataset too if you find them helpful 😁 \n\nReally looking forward to your notebooks as they've helped earlier in the TF2 QA Competition ;)",
    "749591": "Thanks Mourad. Yes there will always be a couple of oddballs in a dataset of this size, although I can assure you there were many more when we started assembling it :-).\nThe \"broken pic\" and the \"blank\" images are obviously bad.\nThe \"head with daisies\" and \"tulip field\" images are legit though.",
    "749598": "I did'n even realize this \"Flowers\" competition would be launching the same week as Valentine's day :-)\nHappy coincidence.",
    "749605": "What interests me is that the first two are in the test set so it lead me to think that this wasn't labeled by humans. Maybe pseudo-labeled?",
    "749721": "Mourad: been there, done that 👍 before you've asked. Why Marilyn Monroe has daisies in her image? Do we have to make that too? I didn't try the TPU yet. But I Will.",
    "749734": "Martin G.: Jung's theory of synchronicity says there are links between events beyond cause and effect. Patterns the conscious mind can't perceive. There is no such thing as coincidences (quote from Leroy Jethro Gibbs NCIS)",
    "752161": "good"
  },
  "source": "meta"
}