{
  "id": 306619,
  "title": "Cat Vs Dog with Transfer learning 97% validation accuracy| ImageDataGenerator explained",
  "url": "/competitions/dogs-vs-cats-redux-kernels-edition/discussion/306619",
  "author_name": "",
  "post_date": "2022-02-10T07:11:44.680555600Z",
  "votes": 4,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi<br>\nI have used transfer learning with imagnet weights and Xception network. I have explained ImageGenerator API and gave the insight of batch generation with labels inferred from the directory structure. If you hav any question feel free to ask me.<br>\nthanks<br>\n<a href=\"https://www.kaggle.com/shaukathussain/cat-vs-dog-with-transfer-learning\" target=\"_blank\">https://www.kaggle.com/shaukathussain/cat-vs-dog-with-transfer-learning</a></p>",
  "messages": [
    {
      "id": "1683973",
      "postDate": "02/10/2022 07:11:44",
      "content": "<p>Hi<br>\nI have used transfer learning with imagnet weights and Xception network. I have explained ImageGenerator API and gave the insight of batch generation with labels inferred from the directory structure. If you hav any question feel free to ask me.<br>\nthanks<br>\n<a href=\"https://www.kaggle.com/shaukathussain/cat-vs-dog-with-transfer-learning\" target=\"_blank\">https://www.kaggle.com/shaukathussain/cat-vs-dog-with-transfer-learning</a></p>",
      "rawMarkdown": "Hi\nI have used transfer learning with imagnet weights and Xception network. I have explained ImageGenerator API and gave the insight of batch generation with labels inferred from the directory structure. If you hav any question feel free to ask me.\nthanks\nhttps://www.kaggle.com/shaukathussain/cat-vs-dog-with-transfer-learning",
      "votes": null
    },
    {
      "id": "1685092",
      "postDate": "02/11/2022 03:11:22",
      "content": "<p>interesting…</p>",
      "rawMarkdown": "interesting...",
      "votes": null
    },
    {
      "id": "1685896",
      "postDate": "02/11/2022 15:51:07",
      "content": "<p>Thank you <a href=\"https://www.kaggle.com/ahsanzaman\" target=\"_blank\">@ahsanzaman</a> </p>",
      "rawMarkdown": "Thank you @ahsanzaman",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1685092,
      "author_name": "ahsanzaman",
      "author_url": "",
      "post_date": "02/11/2022 03:11:22",
      "content": "<p>interesting…</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1685896,
      "author_name": "shaukathussain",
      "author_url": "",
      "post_date": "02/11/2022 15:51:07",
      "content": "<p>Thank you <a href=\"https://www.kaggle.com/ahsanzaman\" target=\"_blank\">@ahsanzaman</a> </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1683973": "Hi\nI have used transfer learning with imagnet weights and Xception network. I have explained ImageGenerator API and gave the insight of batch generation with labels inferred from the directory structure. If you hav any question feel free to ask me.\nthanks\nhttps://www.kaggle.com/shaukathussain/cat-vs-dog-with-transfer-learning",
    "1685092": "interesting...",
    "1685896": "Thank you @ahsanzaman"
  },
  "source": "meta"
}