{
  "total": 81,
  "topics": [
    {
      "id": 429956,
      "title": "This Competition has an Official Discord Channel",
      "comment_count": 6,
      "views": null,
      "votes": 3
    },
    {
      "id": 159846,
      "title": "Welcome!",
      "comment_count": 28,
      "views": null,
      "votes": 29
    },
    {
      "id": 310560,
      "title": "A monthly prize to recognize notebooks that use Google's ML ecosystem",
      "comment_count": 0,
      "views": null,
      "votes": 5
    },
    {
      "id": 666790,
      "title": "Evaluation Exception",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 591003,
      "title": "Let's teem up !",
      "comment_count": 1,
      "views": null,
      "votes": 0
    },
    {
      "id": 557233,
      "title": "Early Error busts code?",
      "comment_count": 2,
      "views": null,
      "votes": 0
    },
    {
      "id": 510312,
      "title": "Connection Error",
      "comment_count": 2,
      "views": null,
      "votes": 4
    },
    {
      "id": 512438,
      "title": "Different dimension images",
      "comment_count": 3,
      "views": null,
      "votes": 1
    },
    {
      "id": 511785,
      "title": "RuntimeError: Mixing different tf.distribute.Strategy objects",
      "comment_count": 3,
      "views": null,
      "votes": 4
    },
    {
      "id": 548097,
      "title": "How to download the output after running the model",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 491774,
      "title": "Number of Images in dataset",
      "comment_count": 2,
      "views": null,
      "votes": 1
    },
    {
      "id": 433241,
      "title": "Classes and Flowers ",
      "comment_count": 2,
      "views": null,
      "votes": 0
    },
    {
      "id": 520175,
      "title": "Exploring the \"Petals to the Metal - Flower Classification on TPU\" Competition",
      "comment_count": 0,
      "views": null,
      "votes": -1
    },
    {
      "id": 438276,
      "title": "TPU not available? import doesn't actually occur",
      "comment_count": 5,
      "views": null,
      "votes": 2
    },
    {
      "id": 511266,
      "title": "Looking for Team Mate",
      "comment_count": 0,
      "views": null,
      "votes": 1
    },
    {
      "id": 418651,
      "title": "NotFoundError: TPUs not found in the cluster.",
      "comment_count": 1,
      "views": null,
      "votes": 2
    },
    {
      "id": 470301,
      "title": "Problem with activating the TPU",
      "comment_count": 5,
      "views": null,
      "votes": 2
    },
    {
      "id": 481682,
      "title": "training transformers  with TPU ",
      "comment_count": 5,
      "views": null,
      "votes": 9
    },
    {
      "id": 476956,
      "title": "error during model training",
      "comment_count": 6,
      "views": null,
      "votes": 6
    },
    {
      "id": 467213,
      "title": "Want to join a team.",
      "comment_count": 4,
      "views": null,
      "votes": 1
    },
    {
      "id": 455157,
      "title": "Looking for a teammate",
      "comment_count": 1,
      "views": null,
      "votes": 3
    },
    {
      "id": 437729,
      "title": "Predicting Brain Tumor from MRI-based Medical Image Synthesis using DCGAN and CNN",
      "comment_count": 1,
      "views": null,
      "votes": 1
    },
    {
      "id": 421647,
      "title": "Reading .tfrec files",
      "comment_count": 2,
      "views": null,
      "votes": 0
    },
    {
      "id": 159853,
      "title": "Cool TPU beginner resources",
      "comment_count": 7,
      "views": null,
      "votes": 13
    },
    {
      "id": 311487,
      "title": "Problem of using tf.keras.applications.EfficientNet",
      "comment_count": 3,
      "views": null,
      "votes": 0
    },
    {
      "id": 327120,
      "title": "Research Papers: Deep Learning for Flower Classification",
      "comment_count": 2,
      "views": null,
      "votes": 3
    },
    {
      "id": 374690,
      "title": "First Kaggle competition, looking for a team",
      "comment_count": 9,
      "views": null,
      "votes": 2
    },
    {
      "id": 325287,
      "title": "Starter Notebooks To Keep You Entertained!",
      "comment_count": 3,
      "views": null,
      "votes": 5
    },
    {
      "id": 354927,
      "title": "looking for teammates and partners",
      "comment_count": 1,
      "views": null,
      "votes": 0
    },
    {
      "id": 331488,
      "title": "Additional Dataset for this competition",
      "comment_count": 2,
      "views": null,
      "votes": 0
    },
    {
      "id": 275267,
      "title": "TPU not at all available",
      "comment_count": 3,
      "views": null,
      "votes": 2
    },
    {
      "id": 290942,
      "title": "Understanding Data for Petals to Metal",
      "comment_count": 1,
      "views": null,
      "votes": 4
    },
    {
      "id": 353399,
      "title": "Question About Validation Set - Representative, Number of Folds/Split",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 331052,
      "title": "Looking for team mates",
      "comment_count": 6,
      "views": null,
      "votes": 0
    },
    {
      "id": 332442,
      "title": "[TPU Flower Classification] Summary of Top discussion posts",
      "comment_count": 0,
      "views": null,
      "votes": 7
    },
    {
      "id": 209865,
      "title": "Live (+recorded) deep dive on: Computer Vision - Petals to the Metal🌻🌸🌹",
      "comment_count": 2,
      "views": null,
      "votes": 1
    },
    {
      "id": 325584,
      "title": " Open Source Projects On Flower Classification",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 177744,
      "title": "Need help in training loop ! ",
      "comment_count": 1,
      "views": null,
      "votes": 0
    },
    {
      "id": 298216,
      "title": "Anyone interested to team up, please send to me.",
      "comment_count": 1,
      "views": null,
      "votes": 0
    },
    {
      "id": 159854,
      "title": "Some TPU beginner tips",
      "comment_count": 11,
      "views": null,
      "votes": 31
    },
    {
      "id": 315235,
      "title": "TPU not available",
      "comment_count": 0,
      "views": null,
      "votes": 2
    },
    {
      "id": 304151,
      "title": "Class information from the data",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 302794,
      "title": "Regarding Teaming up",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 214387,
      "title": "[SOLVED] Error when loading external data from 'tf-flower-photo-tfrec'",
      "comment_count": 2,
      "views": null,
      "votes": 3
    },
    {
      "id": 274328,
      "title": "TPU using in Pytorch",
      "comment_count": 2,
      "views": null,
      "votes": 0
    },
    {
      "id": 173832,
      "title": "How to submit a notebook? ",
      "comment_count": 5,
      "views": null,
      "votes": 1
    },
    {
      "id": 168541,
      "title": "\"Submit to competition\" button not visible",
      "comment_count": 1,
      "views": null,
      "votes": 1
    },
    {
      "id": 166184,
      "title": "sample submission",
      "comment_count": 2,
      "views": null,
      "votes": 1
    },
    {
      "id": 272605,
      "title": "plot all labels of TFRecords",
      "comment_count": 1,
      "views": null,
      "votes": 0
    },
    {
      "id": 269976,
      "title": "Including image augmentation inside the model",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 269317,
      "title": "To begin with TPUs",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 160966,
      "title": "Looking for a teammate",
      "comment_count": 7,
      "views": null,
      "votes": 1
    },
    {
      "id": 221188,
      "title": "Image Augmentation:  Help to use random_transform method from ImageDataGenerator",
      "comment_count": 1,
      "views": null,
      "votes": 4
    },
    {
      "id": 181942,
      "title": "Opportunity to increase your weekly TPU quota!",
      "comment_count": 7,
      "views": null,
      "votes": 12
    },
    {
      "id": 160793,
      "title": "Introduction Notebook",
      "comment_count": 2,
      "views": null,
      "votes": 1
    },
    {
      "id": 241320,
      "title": "Use this to count number of files in TFRecords",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 218062,
      "title": "Model fitting very slow using TPU",
      "comment_count": 4,
      "views": null,
      "votes": 0
    },
    {
      "id": 222049,
      "title": "how can we join training and validation folders into one ",
      "comment_count": 6,
      "views": null,
      "votes": 3
    },
    {
      "id": 222684,
      "title": "Need good resources for understanding TPU",
      "comment_count": 5,
      "views": null,
      "votes": 1
    },
    {
      "id": 216545,
      "title": "Why we can not find Competition data in Notebook \"Add data\"?",
      "comment_count": 2,
      "views": null,
      "votes": 1
    },
    {
      "id": 213329,
      "title": " BiT: Transfer Learning in tensorflow",
      "comment_count": 4,
      "views": null,
      "votes": 0
    },
    {
      "id": 210344,
      "title": "Is Our Score for this Competition based on the f1_score?",
      "comment_count": 1,
      "views": null,
      "votes": 0
    },
    {
      "id": 197988,
      "title": "TFRecords to Pandas.core.DataFrame",
      "comment_count": 4,
      "views": null,
      "votes": 3
    },
    {
      "id": 195258,
      "title": "read the tfrecord files",
      "comment_count": 2,
      "views": null,
      "votes": 0
    },
    {
      "id": 190309,
      "title": "Looking for teammate for the competition",
      "comment_count": 3,
      "views": null,
      "votes": 1
    },
    {
      "id": 166800,
      "title": "Faster Augmentations on CPU while GPU trains",
      "comment_count": 3,
      "views": null,
      "votes": 0
    },
    {
      "id": 187283,
      "title": "Stuck at before epoch 1",
      "comment_count": 1,
      "views": null,
      "votes": 0
    },
    {
      "id": 185261,
      "title": "TensorFlow issue",
      "comment_count": 1,
      "views": null,
      "votes": 0
    },
    {
      "id": 181640,
      "title": "Transitioning Kagglers",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 178244,
      "title": "Which pre-trained model to use?",
      "comment_count": 3,
      "views": null,
      "votes": 0
    },
    {
      "id": 172593,
      "title": "Detailed guide to custom training with TPUs",
      "comment_count": 1,
      "views": null,
      "votes": 3
    },
    {
      "id": 167072,
      "title": "Accuracy - vgg16 , xceptionnet and resent50",
      "comment_count": 1,
      "views": null,
      "votes": 0
    },
    {
      "id": 166177,
      "title": "Petal_Helper",
      "comment_count": 5,
      "views": null,
      "votes": 1
    },
    {
      "id": 166503,
      "title": "TFRecords",
      "comment_count": 6,
      "views": null,
      "votes": 4
    },
    {
      "id": 160958,
      "title": "TPU only Tensorflow? or we can use PyTorch?",
      "comment_count": 2,
      "views": null,
      "votes": 4
    },
    {
      "id": 168339,
      "title": "Can't create a utility script",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 167596,
      "title": "Shape of train and test data",
      "comment_count": 2,
      "views": null,
      "votes": 0
    },
    {
      "id": 166671,
      "title": "problem loading the helper functions",
      "comment_count": 2,
      "views": null,
      "votes": 0
    },
    {
      "id": 166272,
      "title": "Not Sure About This Competition",
      "comment_count": 0,
      "views": null,
      "votes": 0
    },
    {
      "id": 160533,
      "title": "What steps can improve Confusion Matrix sharpness?",
      "comment_count": 8,
      "views": null,
      "votes": 3
    },
    {
      "id": 160062,
      "title": "Kaggle UI bug",
      "comment_count": 6,
      "views": null,
      "votes": 1
    }
  ],
  "errors": []
}