{
  "id": 97771,
  "title": "Official External Data Thread",
  "url": "/competitions/recursion-cellular-image-classification/discussion/97771",
  "author_name": "Julia Elliott",
  "post_date": "2019-06-28T19:27:32.311000",
  "votes": 6,
  "comment_count": 18,
  "views": 0,
  "content": "<p>Per the <a href=\"https://www.kaggle.com/c/recursion-cellular-image-classification/rules\">Competition Rules</a>, External Data is permitted in this competition, but must be posted to this forum thread no later than the Entry Deadline (one week before competition close).</p>\n\n<p>Once someone posts an external dataset to this thread, you do not need to re-post it if you are using the same one.</p>",
  "messages": [
    {
      "id": 564165,
      "postDate": "2019-06-29T04:11:22.720Z",
      "content": "<p><a href=\"https://github.com/osmr/imgclsmob\">https://github.com/osmr/imgclsmob</a></p>",
      "rawMarkdown": "https://github.com/osmr/imgclsmob",
      "votes": 8,
      "replies": [
        {
          "id": 565040,
          "postDate": "2019-06-30T10:40:31.457Z",
          "content": "<p>That's my favorite!</p>",
          "rawMarkdown": "That's my favorite!",
          "votes": 1
        }
      ]
    },
    {
      "id": 563920,
      "postDate": "2019-06-28T19:27:32.313Z",
      "content": "<p>Per the <a href=\"https://www.kaggle.com/c/recursion-cellular-image-classification/rules\">Competition Rules</a>, External Data is permitted in this competition, but must be posted to this forum thread no later than the Entry Deadline (one week before competition close).</p>\n\n<p>Once someone posts an external dataset to this thread, you do not need to re-post it if you are using the same one.</p>",
      "rawMarkdown": "Per the [Competition Rules](https://www.kaggle.com/c/recursion-cellular-image-classification/rules), External Data is permitted in this competition, but must be posted to this forum thread no later than the Entry Deadline (one week before competition close).\n\nOnce someone posts an external dataset to this thread, you do not need to re-post it if you are using the same one.",
      "votes": 6
    },
    {
      "id": 627671,
      "postDate": "2019-09-16T08:33:03.597Z",
      "content": "<p><a href=\"https://github.com/pytorch/vision/tree/master/torchvision\">https://github.com/pytorch/vision/tree/master/torchvision</a></p>",
      "rawMarkdown": "[https://github.com/pytorch/vision/tree/master/torchvision](https://github.com/pytorch/vision/tree/master/torchvision)",
      "votes": 1
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    {
      "id": 594646,
      "postDate": "2019-08-08T08:38:27.317Z",
      "content": "<p><a href=\"https://github.com/Cadene/pretrained-models.pytorch\">https://github.com/Cadene/pretrained-models.pytorch</a>\n<a href=\"https://github.com/aleju/imgaug\">https://github.com/aleju/imgaug</a>\n<a href=\"https://www.allencell.org/data-downloading.html\">https://www.allencell.org/data-downloading.html</a>\n<a href=\"https://data.broadinstitute.org/bbbc/image_sets.html\">https://data.broadinstitute.org/bbbc/image_sets.html</a></p>",
      "rawMarkdown": "https://github.com/Cadene/pretrained-models.pytorch\nhttps://github.com/aleju/imgaug\nhttps://www.allencell.org/data-downloading.html\nhttps://data.broadinstitute.org/bbbc/image_sets.html",
      "votes": 1
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    {
      "id": 572302,
      "postDate": "2019-07-10T18:45:59.037Z",
      "content": "<p><a href=\"https://github.com/pytorch/vision\">https://github.com/pytorch/vision</a>\n<a href=\"https://github.com/Cadene/pretrained-models.pytorch\">https://github.com/Cadene/pretrained-models.pytorch</a>\n<a href=\"https://data.broadinstitute.org/bbbc/image_sets.html\">https://data.broadinstitute.org/bbbc/image_sets.html</a></p>",
      "rawMarkdown": "https://github.com/pytorch/vision\nhttps://github.com/Cadene/pretrained-models.pytorch\nhttps://data.broadinstitute.org/bbbc/image_sets.html",
      "votes": 2
    },
    {
      "id": 634360,
      "postDate": "2019-09-26T07:29:48.020Z",
      "content": "<p><a href=\"https://github.com/Cadene/pretrained-models.pytorch\">https://github.com/Cadene/pretrained-models.pytorch</a></p>",
      "rawMarkdown": "https://github.com/Cadene/pretrained-models.pytorch"
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    {
      "id": 629275,
      "postDate": "2019-09-18T15:36:53.147Z",
      "content": "<p><a href=\"https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet\">https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet</a></p>",
      "rawMarkdown": "https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet"
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    {
      "id": 629133,
      "postDate": "2019-09-18T12:11:14.967Z",
      "content": "<p><a href=\"https://github.com/adobe/antialiased-cnns\">https://github.com/adobe/antialiased-cnns</a>\n<a href=\"https://github.com/HRNet/HRNet-Image-Classification\">https://github.com/HRNet/HRNet-Image-Classification</a></p>",
      "rawMarkdown": "https://github.com/adobe/antialiased-cnns\nhttps://github.com/HRNet/HRNet-Image-Classification"
    },
    {
      "id": 627970,
      "postDate": "2019-09-16T16:40:28.343Z",
      "content": "<p><a href=\"https://github.com/rwightman/pytorch-image-models\">https://github.com/rwightman/pytorch-image-models</a>\n<a href=\"https://github.com/pytorch/vision\">https://github.com/pytorch/vision</a></p>",
      "rawMarkdown": "https://github.com/rwightman/pytorch-image-models\nhttps://github.com/pytorch/vision"
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    {
      "id": 627685,
      "postDate": "2019-09-16T08:54:43.017Z",
      "content": "<p><a href=\"https://download.pytorch.org/models/\">https://download.pytorch.org/models/</a>*</p>",
      "rawMarkdown": "https://download.pytorch.org/models/*"
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    {
      "id": 627683,
      "postDate": "2019-09-16T08:51:03.283Z",
      "content": "<p><a href=\"https://github.com/pytorch/vision/tree/master/torchvision\">https://github.com/pytorch/vision/tree/master/torchvision</a></p>",
      "rawMarkdown": "https://github.com/pytorch/vision/tree/master/torchvision"
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    {
      "id": 600329,
      "postDate": "2019-08-16T01:55:01.593Z",
      "content": "<p><a href=\"https://github.com/lukemelas/EfficientNet-PyTorch\">https://github.com/lukemelas/EfficientNet-PyTorch</a></p>",
      "rawMarkdown": "https://github.com/lukemelas/EfficientNet-PyTorch"
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    {
      "id": 586902,
      "postDate": "2019-07-29T21:12:24.847Z",
      "content": "<p><a href=\"https://www.allencell.org/data-downloading.html\">https://www.allencell.org/data-downloading.html</a>\n<a href=\"https://www.allencell.org/software-and-code.html\">https://www.allencell.org/software-and-code.html</a></p>",
      "rawMarkdown": "https://www.allencell.org/data-downloading.html\nhttps://www.allencell.org/software-and-code.html"
    },
    {
      "id": 586249,
      "postDate": "2019-07-28T21:57:55.177Z",
      "content": "<p><a href=\"https://github.com/qubvel/efficientnet\">https://github.com/qubvel/efficientnet</a></p>",
      "rawMarkdown": "https://github.com/qubvel/efficientnet"
    },
    {
      "id": 581579,
      "postDate": "2019-07-22T06:04:11.610Z",
      "content": "<p><a href=\"https://clue.io/data\">https://clue.io/data</a>\n<a href=\"http://lincsportal.ccs.miami.edu/\">http://lincsportal.ccs.miami.edu/</a></p>",
      "rawMarkdown": "https://clue.io/data\nhttp://lincsportal.ccs.miami.edu/"
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    {
      "id": 581233,
      "postDate": "2019-07-21T16:13:11.863Z",
      "content": "<p><a href=\"https://tfhub.dev/\">https://tfhub.dev/</a></p>",
      "rawMarkdown": "https://tfhub.dev/"
    },
    {
      "id": 574391,
      "postDate": "2019-07-13T18:46:29.417Z",
      "content": "<p><a href=\"https://keras.io/applications/\">https://keras.io/applications/</a></p>",
      "rawMarkdown": "https://keras.io/applications/"
    },
    {
      "id": 565250,
      "postDate": "2019-06-30T16:59:00.637Z",
      "rawMarkdown": "",
      "isDeleted": true
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  "comments": [
    {
      "id": 564165,
      "author_name": "Dieter",
      "author_url": "",
      "post_date": "2019-06-29T04:11:22.720000",
      "content": "<p><a href=\"https://github.com/osmr/imgclsmob\">https://github.com/osmr/imgclsmob</a></p>",
      "votes": 8,
      "replies": [
        {
          "id": 565040,
          "author_name": "Artyom Palvelev",
          "author_url": "",
          "post_date": "2019-06-30T10:40:31.457000",
          "content": "<p>That's my favorite!</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 627671,
      "author_name": "yuval reina",
      "author_url": "",
      "post_date": "2019-09-16T08:33:03.597000",
      "content": "<p><a href=\"https://github.com/pytorch/vision/tree/master/torchvision\">https://github.com/pytorch/vision/tree/master/torchvision</a></p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 594646,
      "author_name": "Yiheng Wang",
      "author_url": "",
      "post_date": "2019-08-08T08:38:27.317000",
      "content": "<p><a href=\"https://github.com/Cadene/pretrained-models.pytorch\">https://github.com/Cadene/pretrained-models.pytorch</a>\n<a href=\"https://github.com/aleju/imgaug\">https://github.com/aleju/imgaug</a>\n<a href=\"https://www.allencell.org/data-downloading.html\">https://www.allencell.org/data-downloading.html</a>\n<a href=\"https://data.broadinstitute.org/bbbc/image_sets.html\">https://data.broadinstitute.org/bbbc/image_sets.html</a></p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 572302,
      "author_name": "phalanx",
      "author_url": "",
      "post_date": "2019-07-10T18:45:59.037000",
      "content": "<p><a href=\"https://github.com/pytorch/vision\">https://github.com/pytorch/vision</a>\n<a href=\"https://github.com/Cadene/pretrained-models.pytorch\">https://github.com/Cadene/pretrained-models.pytorch</a>\n<a href=\"https://data.broadinstitute.org/bbbc/image_sets.html\">https://data.broadinstitute.org/bbbc/image_sets.html</a></p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 634360,
      "author_name": "Zack",
      "author_url": "",
      "post_date": "2019-09-26T07:29:48.020000",
      "content": "<p><a href=\"https://github.com/Cadene/pretrained-models.pytorch\">https://github.com/Cadene/pretrained-models.pytorch</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 629275,
      "author_name": "Tony Y.",
      "author_url": "",
      "post_date": "2019-09-18T15:36:53.147000",
      "content": "<p><a href=\"https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet\">https://github.com/tensorflow/tpu/tree/master/models/official/efficientnet</a></p>",
      "votes": 0,
      "replies": []
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    {
      "id": 629133,
      "author_name": "tascj",
      "author_url": "",
      "post_date": "2019-09-18T12:11:14.967000",
      "content": "<p><a href=\"https://github.com/adobe/antialiased-cnns\">https://github.com/adobe/antialiased-cnns</a>\n<a href=\"https://github.com/HRNet/HRNet-Image-Classification\">https://github.com/HRNet/HRNet-Image-Classification</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 627970,
      "author_name": "See--",
      "author_url": "",
      "post_date": "2019-09-16T16:40:28.343000",
      "content": "<p><a href=\"https://github.com/rwightman/pytorch-image-models\">https://github.com/rwightman/pytorch-image-models</a>\n<a href=\"https://github.com/pytorch/vision\">https://github.com/pytorch/vision</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 627685,
      "author_name": "nosound",
      "author_url": "",
      "post_date": "2019-09-16T08:54:43.017000",
      "content": "<p><a href=\"https://download.pytorch.org/models/\">https://download.pytorch.org/models/</a>*</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 627683,
      "author_name": "narsil (jobs-in-data.com)",
      "author_url": "",
      "post_date": "2019-09-16T08:51:03.283000",
      "content": "<p><a href=\"https://github.com/pytorch/vision/tree/master/torchvision\">https://github.com/pytorch/vision/tree/master/torchvision</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 600329,
      "author_name": "BlackSwan",
      "author_url": "",
      "post_date": "2019-08-16T01:55:01.593000",
      "content": "<p><a href=\"https://github.com/lukemelas/EfficientNet-PyTorch\">https://github.com/lukemelas/EfficientNet-PyTorch</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 586902,
      "author_name": "",
      "author_url": "",
      "post_date": "2019-07-29T21:12:24.847000",
      "content": "<p><a href=\"https://www.allencell.org/data-downloading.html\">https://www.allencell.org/data-downloading.html</a>\n<a href=\"https://www.allencell.org/software-and-code.html\">https://www.allencell.org/software-and-code.html</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 586249,
      "author_name": "xhlulu",
      "author_url": "",
      "post_date": "2019-07-28T21:57:55.177000",
      "content": "<p><a href=\"https://github.com/qubvel/efficientnet\">https://github.com/qubvel/efficientnet</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 581579,
      "author_name": "tantrev",
      "author_url": "",
      "post_date": "2019-07-22T06:04:11.610000",
      "content": "<p><a href=\"https://clue.io/data\">https://clue.io/data</a>\n<a href=\"http://lincsportal.ccs.miami.edu/\">http://lincsportal.ccs.miami.edu/</a></p>",
      "votes": 0,
      "replies": []
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    {
      "id": 581233,
      "author_name": "Witold Oleksiewicz",
      "author_url": "",
      "post_date": "2019-07-21T16:13:11.863000",
      "content": "<p><a href=\"https://tfhub.dev/\">https://tfhub.dev/</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 574391,
      "author_name": "Maria Ramos",
      "author_url": "",
      "post_date": "2019-07-13T18:46:29.417000",
      "content": "<p><a href=\"https://keras.io/applications/\">https://keras.io/applications/</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 565250,
      "author_name": "",
      "author_url": "",
      "post_date": "2019-06-30T16:59:00.637000",
      "content": "",
      "votes": 0,
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    }
  ],
  "raw_markdown_by_id": {
    "564165": "https://github.com/osmr/imgclsmob",
    "563920": "Per the [Competition Rules](https://www.kaggle.com/c/recursion-cellular-image-classification/rules), External Data is permitted in this competition, but must be posted to this forum thread no later than the Entry Deadline (one week before competition close).\n\nOnce someone posts an external dataset to this thread, you do not need to re-post it if you are using the same one.",
    "627671": "[https://github.com/pytorch/vision/tree/master/torchvision](https://github.com/pytorch/vision/tree/master/torchvision)",
    "594646": "https://github.com/Cadene/pretrained-models.pytorch\nhttps://github.com/aleju/imgaug\nhttps://www.allencell.org/data-downloading.html\nhttps://data.broadinstitute.org/bbbc/image_sets.html",
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    "634360": "https://github.com/Cadene/pretrained-models.pytorch",
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    "629133": "https://github.com/adobe/antialiased-cnns\nhttps://github.com/HRNet/HRNet-Image-Classification",
    "627970": "https://github.com/rwightman/pytorch-image-models\nhttps://github.com/pytorch/vision",
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    "600329": "https://github.com/lukemelas/EfficientNet-PyTorch",
    "586902": "https://www.allencell.org/data-downloading.html\nhttps://www.allencell.org/software-and-code.html",
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    "581579": "https://clue.io/data\nhttp://lincsportal.ccs.miami.edu/",
    "581233": "https://tfhub.dev/",
    "574391": "https://keras.io/applications/",
    "565250": ""
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}