{
  "total": 132,
  "topics": [
    {
      "id": 415728,
      "title": "Disease Detection Smartphone app",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 226277,
      "title": "Welcome to Plant Pathology 2021 Challenge!",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 234936,
      "title": "Some images dropped from scoring",
      "comment_count": 11,
      "views": 0,
      "votes": 24
    },
    {
      "id": 226267,
      "title": "New to Machine Learning or to Kaggle? Check this out ~",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 685852,
      "title": "🌿 Plant Disease Model Zoo: Predict in Seconds (No Training Needed)",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 226315,
      "title": "🌿 ☘️ 🍀 Deep Learning + Plant Disease Classification Research Papers - Compilation",
      "comment_count": 3,
      "views": 0,
      "votes": 26
    },
    {
      "id": 414763,
      "title": "COLEN-An Improvised Deep Learning Model for Plant Disease Detection Using Varying Color Space",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 238463,
      "title": "Smote-DL: A Deep Learning Based Plant Disease Detection Method (using our own designed ensembling algorithm)",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 274646,
      "title": "3 Factors to Consider when Choosing Speech Pathology Programs",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 272378,
      "title": "Writing Research Paper on Plant Pathology 2021 - FGVC8",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 262747,
      "title": "Validation accuracy stuck at 0.28 on saved notebook, active notebook session accuracy: 0.72",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 251043,
      "title": "Perform Multi-output Prediction",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 242843,
      "title": "2nd place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 17
    },
    {
      "id": 243536,
      "title": "🔥🔥[ Kaggle BIPOC Mentor Stories - Edition 5] - \"Plant Pathology  2021 - FGVC8\" 🔥🔥",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 243042,
      "title": "1st place solution",
      "comment_count": 4,
      "views": 0,
      "votes": 41
    },
    {
      "id": 242454,
      "title": "3rd place solution",
      "comment_count": 6,
      "views": 0,
      "votes": 29
    },
    {
      "id": 242275,
      "title": "[86.385] 10th Place Solution",
      "comment_count": 10,
      "views": 0,
      "votes": 27
    },
    {
      "id": 243066,
      "title": "Competition Wrap Up",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 242908,
      "title": "Winning Solutions compilation thread",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 243167,
      "title": "This New kaggler has problem... why my score is 0.15789",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 242705,
      "title": "Looking for a teammate/teammates",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 241989,
      "title": "So many teams get sore 0.861",
      "comment_count": 4,
      "views": 0,
      "votes": 12
    },
    {
      "id": 242383,
      "title": "The imbalance of data distribution",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 241542,
      "title": "Anyone tried ensemble methods?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 242133,
      "title": "Deleted user kept in the private leaderboard?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 242145,
      "title": "Congratulations",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 239514,
      "title": "Some CV results sharing",
      "comment_count": 40,
      "views": 0,
      "votes": 8
    },
    {
      "id": 241732,
      "title": "Upcoming shake up?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 241740,
      "title": "Inconsistent Score",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 241978,
      "title": "Can't upload new models to kaggle",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 241771,
      "title": "Commit not running on GPU",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240471,
      "title": "Dataset annotation review",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 240694,
      "title": "The loss curve of validation set fluctuates severely",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 240466,
      "title": "Best single model",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 237354,
      "title": "Submission Scoring Error",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240379,
      "title": "Ordering of labels for images with multiple labels",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 237805,
      "title": "Submission CSV not found error",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240274,
      "title": "Getting Submission CSV not found error",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 227032,
      "title": "Massive Performance boost - resizing images",
      "comment_count": 17,
      "views": 0,
      "votes": 36
    },
    {
      "id": 239482,
      "title": "Last Submission date for this competition ",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 239867,
      "title": "Question About Labels",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 238685,
      "title": "Notebook Timeout error.",
      "comment_count": 9,
      "views": 0,
      "votes": null
    },
    {
      "id": 238652,
      "title": "Why do I always get the same score?",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 236639,
      "title": "Accuracy and Loss curve is not smooth",
      "comment_count": 7,
      "views": 0,
      "votes": 5
    },
    {
      "id": 238894,
      "title": "How to install package with internet off?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 234886,
      "title": "How to prevent overfitting the public leaderboard test data?",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 236369,
      "title": "[QUESTION] Submission time constraints",
      "comment_count": 13,
      "views": 0,
      "votes": 2
    },
    {
      "id": 237584,
      "title": "Confusion about the rules",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 237562,
      "title": "Use of semantic segmentation for this task",
      "comment_count": 10,
      "views": 0,
      "votes": null
    },
    {
      "id": 238265,
      "title": "The question of labelling \"complex\"",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 238234,
      "title": "best threshold and seed",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 237433,
      "title": "F1 score is 80+ on validation set but public score is 0.177",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 236710,
      "title": "Rules regarding use of pre-trained models!",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 236874,
      "title": "my lb score always 0.177",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 236510,
      "title": "FGVC7 - 2020: BiLinear EfficientNet Focal Loss+ Label Smoothing",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 237298,
      "title": "ValueError: Unknown layer: FixedDropout",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 232320,
      "title": "Commit results that always show that the CSV file cannot be found",
      "comment_count": 16,
      "views": 0,
      "votes": null
    },
    {
      "id": 235980,
      "title": "Number of epochs is not going more than 38.",
      "comment_count": 17,
      "views": 0,
      "votes": null
    },
    {
      "id": 236218,
      "title": "F1 score and public score differing too much ",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 235213,
      "title": "PyTorch vs TensorFlow",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 236750,
      "title": "Analysis of the causes and damages surrounding the plant",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 234485,
      "title": "[Help Needed] Model Predicting Wrong Labels with High Confidence",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 235600,
      "title": "What is CONVOLUTIONAL NEURAL NETWORK?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 236031,
      "title": "No threshold selection for 'healthy' class",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 230955,
      "title": "Issue while loading the images using TensorFlow",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 234849,
      "title": "f1 score 90%",
      "comment_count": 8,
      "views": 0,
      "votes": 1
    },
    {
      "id": 234332,
      "title": "Possible leakage",
      "comment_count": 2,
      "views": 0,
      "votes": 15
    },
    {
      "id": 235058,
      "title": "Approach to fine tuning?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 235108,
      "title": "Enhance the accuracy",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 234883,
      "title": "How downloading of pre-trained model will happen, when internet should be off",
      "comment_count": 7,
      "views": 0,
      "votes": 0
    },
    {
      "id": 234336,
      "title": "GPU timings",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 232200,
      "title": "Public Leaderboard Score for Individual Labels",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 228626,
      "title": "How to implement SnapMix DataAugumentation in Fastai?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 234089,
      "title": "How to make a successful submission?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 227260,
      "title": "Can anyone provide segmented images for this dataset?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 233779,
      "title": "❌Submission Error😤",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 231619,
      "title": "Some doubts about the label",
      "comment_count": 3,
      "views": 0,
      "votes": 7
    },
    {
      "id": 233647,
      "title": "Why there is my generated output \"submission.csv\" in notebook, but the submission score is always 0.251 or ERROR.",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 229037,
      "title": "API doesn't download complete data",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 233826,
      "title": "Not able to copy and edit mu Private notebook",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 233211,
      "title": "This contest is a multi-category question or a multi-label question?",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 226266,
      "title": "Looking for a Team Megathread",
      "comment_count": 13,
      "views": 0,
      "votes": 6
    },
    {
      "id": 231443,
      "title": "Pretrained model",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 232907,
      "title": "Tensorflow image_dataset_from_directory cannot find image files",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 232440,
      "title": "Keras fit_generator method taking too much time",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 232766,
      "title": "Number of Labels to Classify",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 232954,
      "title": "Permission Denied While accessing GCS for a public Dataset in TPU Training",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 232293,
      "title": "what is meant by * labels should be a space-delimited list.* ",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 228465,
      "title": "Updated labels",
      "comment_count": 3,
      "views": 0,
      "votes": 12
    },
    {
      "id": 227297,
      "title": "☀️ Papers on Plant Image Detection ☀️",
      "comment_count": 5,
      "views": 0,
      "votes": 8
    },
    {
      "id": 232022,
      "title": "Optimization",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 231794,
      "title": "\"Your Notebook cannot use internet access in this competition\" and other questions",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 232391,
      "title": "create labels?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 229230,
      "title": "Keras model.fit overloading CPU ",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 232316,
      "title": "Dataset - 404 Error",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 226316,
      "title": "🌵 🎄 🌲 🌳Useful Notebooks of Plant Pathology 2020 ",
      "comment_count": 8,
      "views": 0,
      "votes": 55
    },
    {
      "id": 229416,
      "title": "[Update score] Multi Label Approach Baseline [LB:0.616]",
      "comment_count": 7,
      "views": 0,
      "votes": 7
    },
    {
      "id": 231968,
      "title": "I had some problems submitting the results",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 230563,
      "title": "Taking too much time to fit the model",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 231164,
      "title": "Normalization values for train dataset",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 230853,
      "title": "Discovered 270 more pairs of duplicates and some BAD images.",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 230619,
      "title": "How does one submit results made from a local computer?",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 230541,
      "title": "Can we use the pre-training model？",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 231265,
      "title": "Test images",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 231452,
      "title": "Will anyone offer me a template code to run this dataset?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 230099,
      "title": "Strange, best model, cv and lb?",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 228422,
      "title": "[TO ORGANIZERS] Please clarify the evaluation metric",
      "comment_count": 5,
      "views": 0,
      "votes": 18
    },
    {
      "id": 229851,
      "title": "104 pairs of duplicates",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 228776,
      "title": "Is multi class performing better than multi label problem ???",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 227829,
      "title": "50 duplicate image pairs revealed",
      "comment_count": 8,
      "views": 0,
      "votes": 13
    },
    {
      "id": 228736,
      "title": "Be confused about f1 score",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 229716,
      "title": "Additional datasets of foliar diseases in apple trees",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 227237,
      "title": "CV-LB inconsistency",
      "comment_count": 13,
      "views": 0,
      "votes": 22
    },
    {
      "id": 228432,
      "title": "Rescore in progress [completed]",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 228884,
      "title": "Why the submission is so slow?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 228823,
      "title": "How to accelerate the speed of data-loading?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 229227,
      "title": "Strange Bug about load local model !!  Can u help me? T.T",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 226290,
      "title": "Can Kaggle give credit for this competition?",
      "comment_count": 3,
      "views": 0,
      "votes": 30
    },
    {
      "id": 228939,
      "title": "Slow TPU Inference Time",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 228245,
      "title": "Are 'cider_apple_rust' and 'rust' just two labels for the same class?",
      "comment_count": 4,
      "views": 0,
      "votes": 10
    },
    {
      "id": 228426,
      "title": "How do you load the images without it taking very long time?",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 228548,
      "title": "Read-only input?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 226587,
      "title": "Insights from last year's competition",
      "comment_count": 5,
      "views": 0,
      "votes": 9
    },
    {
      "id": 226250,
      "title": "Top Solutions from Similar Competition",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 228127,
      "title": "Notebook Timeout ",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 227298,
      "title": "CVPR 2020 and 2021 Papers with Code",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 226822,
      "title": "[512x512] Tfrecords",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 227172,
      "title": "data preparation for resnet50",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 226703,
      "title": "Facing \"UnavailableError\" while trying to fit model with Keras ImageDataGenerator",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 226327,
      "title": "Multi-label or multi-class",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 226251,
      "title": "Plant Pathology : 2020 Solutions",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 226411,
      "title": "Regarding Labels",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    }
  ],
  "errors": []
}