{
  "id": 162926,
  "title": "Looking for pretrained models in (bio)medical images (TF 2.x) ",
  "url": "/competitions/prostate-cancer-grade-assessment/discussion/162926",
  "author_name": "Hiram Coria 🧬",
  "post_date": "2020-06-30T13:26:37.374000",
  "votes": 0,
  "comment_count": 4,
  "views": 0,
  "content": "<p>First of all, I've searched in Google but i didn't find a good repository that wasn't based on ** PyTorch *<em>. Many people it's very skilled in *</em> PyTorch ** but personally i prefer ** TensorFlow 2.x **. So, anyone know where i can find pretrained models in (bio)medical images using TensorFlow 2.x? Thanks for read and sorry for my poor level of English.</p>\n\n<p>P.S. MONAI it's excellent but it's for <strong>PyTorch</strong> users.</p>",
  "messages": [
    {
      "id": 915038,
      "postDate": "2020-07-04T12:41:41.950Z",
      "content": "<p>Try looking into tfhub.dev .</p>",
      "rawMarkdown": "Try looking into tfhub.dev .",
      "replies": [
        {
          "id": 915338,
          "postDate": "2020-07-04T16:47:25.473Z",
          "content": "<p>Thanks but i checked before post. There no pretrained models in a dataset related to medicine.</p>",
          "rawMarkdown": "Thanks but i checked before post. There no pretrained models in a dataset related to medicine."
        },
        {
          "id": 918368,
          "postDate": "2020-07-07T08:01:30.827Z",
          "content": "<p>Finding a pre-trained model for your particular use case may not be the easiest thing to do. Probably fine tune other models to your use case or look up on github for solutions.</p>",
          "rawMarkdown": "Finding a pre-trained model for your particular use case may not be the easiest thing to do. Probably fine tune other models to your use case or look up on github for solutions.",
          "votes": 1
        }
      ]
    },
    {
      "id": 914962,
      "postDate": "2020-07-04T11:42:55.560Z",
      "content": "<p>You use transfer learning if your problem specific model is not available, or your data is low. </p>",
      "rawMarkdown": "You use transfer learning if your problem specific model is not available, or your data is low. "
    },
    {
      "id": 908261,
      "postDate": "2020-06-30T13:26:37.373Z",
      "content": "<p>First of all, I've searched in Google but i didn't find a good repository that wasn't based on ** PyTorch *<em>. Many people it's very skilled in *</em> PyTorch ** but personally i prefer ** TensorFlow 2.x **. So, anyone know where i can find pretrained models in (bio)medical images using TensorFlow 2.x? Thanks for read and sorry for my poor level of English.</p>\n\n<p>P.S. MONAI it's excellent but it's for <strong>PyTorch</strong> users.</p>",
      "rawMarkdown": "First of all, I've searched in Google but i didn't find a good repository that wasn't based on ** PyTorch **. Many people it's very skilled in ** PyTorch ** but personally i prefer ** TensorFlow 2.x **. So, anyone know where i can find pretrained models in (bio)medical images using TensorFlow 2.x? Thanks for read and sorry for my poor level of English.\n\nP.S. MONAI it's excellent but it's for **PyTorch** users."
    }
  ],
  "comments": [
    {
      "id": 915038,
      "author_name": "Manas Acharya",
      "author_url": "",
      "post_date": "2020-07-04T12:41:41.950000",
      "content": "<p>Try looking into tfhub.dev .</p>",
      "votes": 0,
      "replies": [
        {
          "id": 915338,
          "author_name": "Hiram Coria 🧬",
          "author_url": "",
          "post_date": "2020-07-04T16:47:25.473000",
          "content": "<p>Thanks but i checked before post. There no pretrained models in a dataset related to medicine.</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 918368,
          "author_name": "Manas Acharya",
          "author_url": "",
          "post_date": "2020-07-07T08:01:30.827000",
          "content": "<p>Finding a pre-trained model for your particular use case may not be the easiest thing to do. Probably fine tune other models to your use case or look up on github for solutions.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 914962,
      "author_name": "Yash Gupta",
      "author_url": "",
      "post_date": "2020-07-04T11:42:55.560000",
      "content": "<p>You use transfer learning if your problem specific model is not available, or your data is low. </p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "915038": "Try looking into tfhub.dev .",
    "914962": "You use transfer learning if your problem specific model is not available, or your data is low. ",
    "908261": "First of all, I've searched in Google but i didn't find a good repository that wasn't based on ** PyTorch **. Many people it's very skilled in ** PyTorch ** but personally i prefer ** TensorFlow 2.x **. So, anyone know where i can find pretrained models in (bio)medical images using TensorFlow 2.x? Thanks for read and sorry for my poor level of English.\n\nP.S. MONAI it's excellent but it's for **PyTorch** users."
  }
}