{
  "id": 201709,
  "title": "Timm or Pretrainedmodels",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/201709",
  "author_name": "",
  "post_date": "2020-12-06T11:05:52.206197600Z",
  "votes": 4,
  "comment_count": 4,
  "views": 0,
  "content": "<p>Which one is go to library for transfer learning and why?  </p>",
  "messages": [
    {
      "id": "1103844",
      "postDate": "12/06/2020 11:05:52",
      "content": "<p>Which one is go to library for transfer learning and why?  </p>",
      "rawMarkdown": "Which one is go to library for transfer learning and why?",
      "votes": null
    },
    {
      "id": "1103998",
      "postDate": "12/06/2020 14:09:38",
      "content": "<p>I am using TensorFlow and it has many pretrained models and transfer learning is easier.</p>",
      "rawMarkdown": "I am using TensorFlow and it has many pretrained models and transfer learning is easier.",
      "votes": null
    },
    {
      "id": "1104049",
      "postDate": "12/06/2020 14:58:44",
      "content": "<p>I could see most of the public notebook using timm library my question is anything special about timm library? Me using pretrainedmodels library</p>",
      "rawMarkdown": "I could see most of the public notebook using timm library my question is anything special about timm library? Me using pretrainedmodels library",
      "votes": null
    },
    {
      "id": "1104327",
      "postDate": "12/06/2020 20:24:38",
      "content": "<p>Hi, timm has more options than the pre-trained models library please see <a href=\"https://github.com/rwightman/pytorch-image-models/tree/master/timm/models\" target=\"_blank\">https://github.com/rwightman/pytorch-image-models/tree/master/timm/models</a><br>\nYou can choose any model to start with, On the other hand, if you decided to go with resnext i highly recommend you to fine-tune from the Facebook released models <a href=\"https://github.com/facebookresearch/semi-supervised-ImageNet1K-models\" target=\"_blank\">https://github.com/facebookresearch/semi-supervised-ImageNet1K-models</a>. It will be better as a starting point )) </p>",
      "rawMarkdown": "Hi, timm has more options than the pre-trained models library please see https://github.com/rwightman/pytorch-image-models/tree/master/timm/models\nYou can choose any model to start with, On the other hand, if you decided to go with resnext i highly recommend you to fine-tune from the Facebook released models https://github.com/facebookresearch/semi-supervised-ImageNet1K-models. It will be better as a starting point ))",
      "votes": null
    },
    {
      "id": "1104490",
      "postDate": "12/07/2020 01:45:09",
      "content": "<p>thats interesting thanks👐👐 <a href=\"https://www.kaggle.com/ammarali32\" target=\"_blank\">@ammarali32</a> </p>",
      "rawMarkdown": "thats interesting thanks👐👐 @ammarali32",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1103998,
      "author_name": "shanmukh05",
      "author_url": "",
      "post_date": "12/06/2020 14:09:38",
      "content": "<p>I am using TensorFlow and it has many pretrained models and transfer learning is easier.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1104049,
          "author_name": "santhoshkumarv",
          "author_url": "",
          "post_date": "12/06/2020 14:58:44",
          "content": "<p>I could see most of the public notebook using timm library my question is anything special about timm library? Me using pretrainedmodels library</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1104327,
      "author_name": "ammarali32",
      "author_url": "",
      "post_date": "12/06/2020 20:24:38",
      "content": "<p>Hi, timm has more options than the pre-trained models library please see <a href=\"https://github.com/rwightman/pytorch-image-models/tree/master/timm/models\" target=\"_blank\">https://github.com/rwightman/pytorch-image-models/tree/master/timm/models</a><br>\nYou can choose any model to start with, On the other hand, if you decided to go with resnext i highly recommend you to fine-tune from the Facebook released models <a href=\"https://github.com/facebookresearch/semi-supervised-ImageNet1K-models\" target=\"_blank\">https://github.com/facebookresearch/semi-supervised-ImageNet1K-models</a>. It will be better as a starting point )) </p>",
      "votes": null,
      "replies": [
        {
          "id": 1104490,
          "author_name": "santhoshkumarv",
          "author_url": "",
          "post_date": "12/07/2020 01:45:09",
          "content": "<p>thats interesting thanks👐👐 <a href=\"https://www.kaggle.com/ammarali32\" target=\"_blank\">@ammarali32</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1103844": "Which one is go to library for transfer learning and why?",
    "1103998": "I am using TensorFlow and it has many pretrained models and transfer learning is easier.",
    "1104049": "I could see most of the public notebook using timm library my question is anything special about timm library? Me using pretrainedmodels library",
    "1104327": "Hi, timm has more options than the pre-trained models library please see https://github.com/rwightman/pytorch-image-models/tree/master/timm/models\nYou can choose any model to start with, On the other hand, if you decided to go with resnext i highly recommend you to fine-tune from the Facebook released models https://github.com/facebookresearch/semi-supervised-ImageNet1K-models. It will be better as a starting point ))",
    "1104490": "thats interesting thanks👐👐 @ammarali32"
  },
  "source": "meta"
}