{
  "id": 562072,
  "title": "Can anyone suggests some tips to have a better result in this competition?",
  "url": "/competitions/dogs-vs-cats-redux-kernels-edition/discussion/562072",
  "author_name": "shiron104",
  "post_date": "2025-02-09T16:49:35.139000",
  "votes": 0,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hi! I'm new to ML. <br>\nI'm stucking in around 0.6-0.7 loss in test data when using transfer learning with ResNet50 and other pre-trained models (from keras). Is there any tips to improve my score? I tried to replicate others' high score solutions but mine was not that close to their score.<br>\nThanks for answering this question!!</p>",
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      "id": 3119759,
      "postDate": "2025-02-09T16:49:35.140Z",
      "content": "<p>Hi! I'm new to ML. <br>\nI'm stucking in around 0.6-0.7 loss in test data when using transfer learning with ResNet50 and other pre-trained models (from keras). Is there any tips to improve my score? I tried to replicate others' high score solutions but mine was not that close to their score.<br>\nThanks for answering this question!!</p>",
      "rawMarkdown": "Hi! I'm new to ML. \nI'm stucking in around 0.6-0.7 loss in test data when using transfer learning with ResNet50 and other pre-trained models (from keras). Is there any tips to improve my score? I tried to replicate others' high score solutions but mine was not that close to their score.\nThanks for answering this question!!"
    },
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      "id": 3143384,
      "postDate": "2025-03-07T07:21:27.337Z",
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      "post_date": "2025-03-07T07:21:27.337000",
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    "3119759": "Hi! I'm new to ML. \nI'm stucking in around 0.6-0.7 loss in test data when using transfer learning with ResNet50 and other pre-trained models (from keras). Is there any tips to improve my score? I tried to replicate others' high score solutions but mine was not that close to their score.\nThanks for answering this question!!",
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