{
  "id": 250355,
  "title": "TensorFlow Training/Inference Starter Kit",
  "url": "/competitions/siim-covid19-detection/discussion/250355",
  "author_name": "",
  "post_date": "2021-07-02T09:45:35.801943500Z",
  "votes": 11,
  "comment_count": 3,
  "views": 0,
  "content": "<p>Hey all, I have created a bunch of kernels to easily train and do inference. This is a work in progress and I am constantly trying to improve the kernels. </p>\n<p>The kernels use TensorFlow as the deep learning framework of choice and Weights and Biases for experiment tracking. </p>\n<ul>\n<li><p><a href=\"http://wandb.me/vis-bbox\" target=\"_blank\">Visualize Bounding Boxes Interactively</a></p></li>\n<li><p><a href=\"http://wandb.me/train-study\" target=\"_blank\">[Train] Study Level Classifier + W&amp;B</a></p></li>\n<li><p><a href=\"http://wandb.me/train-yolo\" target=\"_blank\">[Train] COVID-19 Detection using YOLOv5</a></p></li>\n<li><p><a href=\"http://wandb.me/submission\" target=\"_blank\">Submission Covid19</a></p></li>\n</ul>\n<p>I will be adding kernels that explore new ideas soon to this list. I hope you all find it useful. </p>",
  "messages": [
    {
      "id": "1373193",
      "postDate": "07/02/2021 09:45:35",
      "content": "<p>Hey all, I have created a bunch of kernels to easily train and do inference. This is a work in progress and I am constantly trying to improve the kernels. </p>\n<p>The kernels use TensorFlow as the deep learning framework of choice and Weights and Biases for experiment tracking. </p>\n<ul>\n<li><p><a href=\"http://wandb.me/vis-bbox\" target=\"_blank\">Visualize Bounding Boxes Interactively</a></p></li>\n<li><p><a href=\"http://wandb.me/train-study\" target=\"_blank\">[Train] Study Level Classifier + W&amp;B</a></p></li>\n<li><p><a href=\"http://wandb.me/train-yolo\" target=\"_blank\">[Train] COVID-19 Detection using YOLOv5</a></p></li>\n<li><p><a href=\"http://wandb.me/submission\" target=\"_blank\">Submission Covid19</a></p></li>\n</ul>\n<p>I will be adding kernels that explore new ideas soon to this list. I hope you all find it useful. </p>",
      "rawMarkdown": "Hey all, I have created a bunch of kernels to easily train and do inference. This is a work in progress and I am constantly trying to improve the kernels. \n\nThe kernels use TensorFlow as the deep learning framework of choice and Weights and Biases for experiment tracking. \n\n* [Visualize Bounding Boxes Interactively](http://wandb.me/vis-bbox)\n\n* [[Train] Study Level Classifier + W&B](http://wandb.me/train-study)\n\n* [[Train] COVID-19 Detection using YOLOv5](http://wandb.me/train-yolo)\n\n* [Submission Covid19](http://wandb.me/submission)\n\nI will be adding kernels that explore new ideas soon to this list. I hope you all find it useful.",
      "votes": null
    },
    {
      "id": "1373297",
      "postDate": "07/02/2021 11:46:48",
      "content": "<p>Nice collection Thanks for sharing</p>",
      "rawMarkdown": "Nice collection Thanks for sharing",
      "votes": null
    },
    {
      "id": "1373306",
      "postDate": "07/02/2021 11:51:55",
      "content": "<p>Thanks for sharing!</p>",
      "rawMarkdown": "Thanks for sharing!",
      "votes": null
    },
    {
      "id": "1374678",
      "postDate": "07/03/2021 14:00:06",
      "content": "<p>Thanks for sharing!</p>",
      "rawMarkdown": "Thanks for sharing!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1373297,
      "author_name": "samarthgupta39",
      "author_url": "",
      "post_date": "07/02/2021 11:46:48",
      "content": "<p>Nice collection Thanks for sharing</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1373306,
      "author_name": "varpit94",
      "author_url": "",
      "post_date": "07/02/2021 11:51:55",
      "content": "<p>Thanks for sharing!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1374678,
      "author_name": "uniabhi",
      "author_url": "",
      "post_date": "07/03/2021 14:00:06",
      "content": "<p>Thanks for sharing!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1373193": "Hey all, I have created a bunch of kernels to easily train and do inference. This is a work in progress and I am constantly trying to improve the kernels. \n\nThe kernels use TensorFlow as the deep learning framework of choice and Weights and Biases for experiment tracking. \n\n* [Visualize Bounding Boxes Interactively](http://wandb.me/vis-bbox)\n\n* [[Train] Study Level Classifier + W&B](http://wandb.me/train-study)\n\n* [[Train] COVID-19 Detection using YOLOv5](http://wandb.me/train-yolo)\n\n* [Submission Covid19](http://wandb.me/submission)\n\nI will be adding kernels that explore new ideas soon to this list. I hope you all find it useful.",
    "1373297": "Nice collection Thanks for sharing",
    "1373306": "Thanks for sharing!",
    "1374678": "Thanks for sharing!"
  },
  "source": "meta"
}