{
  "total": 478,
  "topics": [
    {
      "id": 369125,
      "title": "New to Kaggle or Machine Learning? Check this out ~",
      "comment_count": 25,
      "views": 0,
      "votes": 15
    },
    {
      "id": 389479,
      "title": "Follow-up Analysis of Generalizability",
      "comment_count": 12,
      "views": 0,
      "votes": 31
    },
    {
      "id": 369126,
      "title": "Looking for a Team Megathread",
      "comment_count": 250,
      "views": 0,
      "votes": 28
    },
    {
      "id": 391378,
      "title": "10th Place Solution",
      "comment_count": 10,
      "views": 0,
      "votes": 28
    },
    {
      "id": 483617,
      "title": "Is there a way to access machine names?",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 392449,
      "title": "1st place solution",
      "comment_count": 51,
      "views": 0,
      "votes": 178
    },
    {
      "id": 461950,
      "title": "Inquiry About RSNA Screening Mammography Breast Cancer Detection/Prediction Dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 455282,
      "title": "Adjust the bounding box based on ROI of the image",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 372186,
      "title": "Classfication to Object Detection [GradCAM -> BBox]",
      "comment_count": 21,
      "views": 0,
      "votes": 36
    },
    {
      "id": 432883,
      "title": "Hidden test dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 380958,
      "title": "How to use TPU without GCS?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 391676,
      "title": "2nd place solution",
      "comment_count": 25,
      "views": 0,
      "votes": 79
    },
    {
      "id": 422236,
      "title": "A detail explanation(including details of Network model) of 94th solution ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 416722,
      "title": "BiRADS score as NULL",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 391125,
      "title": "7th Solution",
      "comment_count": 26,
      "views": 0,
      "votes": 32
    },
    {
      "id": 390974,
      "title": "6th Place Solution: Multi-view Multi-lateral Multi-stage Approach ",
      "comment_count": 33,
      "views": 0,
      "votes": 101
    },
    {
      "id": 372567,
      "title": "Image Classification Tips & Tricks",
      "comment_count": 22,
      "views": 0,
      "votes": 188
    },
    {
      "id": 369103,
      "title": "🏆 Winning solutions from previous RSNA challenges",
      "comment_count": 12,
      "views": 0,
      "votes": 120
    },
    {
      "id": 391979,
      "title": "5th place solution ",
      "comment_count": 11,
      "views": 0,
      "votes": 23
    },
    {
      "id": 391263,
      "title": "[FR Team] 20th place solution",
      "comment_count": 7,
      "views": 0,
      "votes": 14
    },
    {
      "id": 374711,
      "title": "I cannot submit (HELLLLLLLLLLP)",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 399069,
      "title": "Courses on machine learning in medical imaging (around 6-month)",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 391041,
      "title": "8th place Solution",
      "comment_count": 8,
      "views": 0,
      "votes": 25
    },
    {
      "id": 391208,
      "title": "4th place solution",
      "comment_count": 19,
      "views": 0,
      "votes": 84
    },
    {
      "id": 390966,
      "title": "⭐️ Remek & Andrij - #9 solution ⭐️",
      "comment_count": 36,
      "views": 0,
      "votes": 89
    },
    {
      "id": 394496,
      "title": "How to find out the best solution and win the prize?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 391088,
      "title": "66th (LB 10th) solution: k-means for background noise reduction ",
      "comment_count": 4,
      "views": 0,
      "votes": 18
    },
    {
      "id": 391725,
      "title": "3rd Place Solution (Part of data processing and Image-level model)",
      "comment_count": 3,
      "views": 0,
      "votes": 31
    },
    {
      "id": 391568,
      "title": "Did Kaggle require compliance with the same set of rules for all submitted solutions?",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 391779,
      "title": "3rd Place Solution (Breast level models)",
      "comment_count": 9,
      "views": 0,
      "votes": 37
    },
    {
      "id": 393335,
      "title": "ROI methods, Yolo vs OpenCV",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 393253,
      "title": "Add team member.",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 391398,
      "title": "22th place solution",
      "comment_count": 5,
      "views": 0,
      "votes": 15
    },
    {
      "id": 391133,
      "title": "16th place solution : segmentation & meta-classifier",
      "comment_count": 16,
      "views": 0,
      "votes": 24
    },
    {
      "id": 390794,
      "title": "Any discussion about the final shake and... memes?",
      "comment_count": 45,
      "views": 0,
      "votes": 22
    },
    {
      "id": 391022,
      "title": "26th solution",
      "comment_count": 13,
      "views": 0,
      "votes": 28
    },
    {
      "id": 391059,
      "title": "[Lessons] Implement DALI in the style of Pytorch ",
      "comment_count": 7,
      "views": 0,
      "votes": 18
    },
    {
      "id": 391286,
      "title": "31st place solution ",
      "comment_count": 2,
      "views": 0,
      "votes": 18
    },
    {
      "id": 390968,
      "title": "Commemorate my first medal！",
      "comment_count": 7,
      "views": 0,
      "votes": 26
    },
    {
      "id": 390958,
      "title": "[A funny story]The shake is not that big",
      "comment_count": 11,
      "views": 0,
      "votes": 19
    },
    {
      "id": 391127,
      "title": " Congratulations to new Kaggle Competition GM!",
      "comment_count": 3,
      "views": 0,
      "votes": 15
    },
    {
      "id": 391341,
      "title": "19th Place Solution",
      "comment_count": 0,
      "views": 0,
      "votes": 16
    },
    {
      "id": 390975,
      "title": "18th place solution",
      "comment_count": 4,
      "views": 0,
      "votes": 22
    },
    {
      "id": 391132,
      "title": "We survived the shakeup",
      "comment_count": 1,
      "views": 0,
      "votes": 13
    },
    {
      "id": 391201,
      "title": "Kaggle, deal with this (please)",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 391055,
      "title": "Multi-GPU Inference with TensorRT in Kaggle Notebooks",
      "comment_count": 1,
      "views": 0,
      "votes": 10
    },
    {
      "id": 391313,
      "title": "Hi Kagglers! | External datasets ",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 390972,
      "title": "Big thanks to all kagglers",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 391047,
      "title": "Don't forget to link your solution and write-up to the leaderboard...",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 391094,
      "title": "At last My Second Medal",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 390955,
      "title": "Thanks for providing this comp!",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 390676,
      "title": "Don't submit your best LB score.",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 391131,
      "title": "Precision/Recall sharing",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 390978,
      "title": "Just Curiosity !! Can we get best threshold values which doesn't overfit and worth it in private lb!!",
      "comment_count": 7,
      "views": 0,
      "votes": 0
    },
    {
      "id": 391137,
      "title": "Some questions about writing a tech report/paper after the competition",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 391262,
      "title": "Help! team removed from leaderboard and don't know why",
      "comment_count": 5,
      "views": 0,
      "votes": -2
    },
    {
      "id": 390967,
      "title": "Unselected top submissions and the goal of this competition",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 388735,
      "title": "Beware of cases like these!",
      "comment_count": 17,
      "views": 0,
      "votes": 36
    },
    {
      "id": 390653,
      "title": "Library install errors/packages not available in internet-off mode?",
      "comment_count": 11,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388875,
      "title": "Text Removal From Images Solution",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 390515,
      "title": "does anyone try tensor-rt with tensorflow?",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 390785,
      "title": "Scoring taking a long time",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388791,
      "title": "[Prime time] Cutting-edge enhancement methods that could further improve your LB Score (Augmentations)",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 389343,
      "title": "BioGPT generative pre-trained transformer for biomedical text generation and mining",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 384993,
      "title": "MIL approach",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 390540,
      "title": "'Submission Scoring Error'",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 390534,
      "title": "[Solved] Multi-view model outputs nan's",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 390201,
      "title": "how do you process the images with implants?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 384231,
      "title": "newest DALI nighly includes decoding for lossless format",
      "comment_count": 19,
      "views": 0,
      "votes": 70
    },
    {
      "id": 390426,
      "title": "Submission Problem",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 390058,
      "title": "Problem test predictions",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 390203,
      "title": "how do you use the \"difficult_negative_case\",\"invasive\",\"Biopsy\",\"BIRADS\",\"Density\"?",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 389422,
      "title": "Is there a glitch in LB score calculations?",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 389820,
      "title": "Cannot Submit Due to 'notebook cannot use internet'. Edit: Notebook Errror",
      "comment_count": 9,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388859,
      "title": "Hidden test dataset/images not read.",
      "comment_count": 14,
      "views": 0,
      "votes": 0
    },
    {
      "id": 382198,
      "title": "The score gap is huge ! (CV: 0.395 LB: 0.56)",
      "comment_count": 78,
      "views": 0,
      "votes": 20
    },
    {
      "id": 388989,
      "title": "Dataset exploration and observations",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 389752,
      "title": "Submission fails with Out of Memory error",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 386801,
      "title": "[new paper] Scaling Vision Transformers to 22 Billion Parameters",
      "comment_count": 9,
      "views": 0,
      "votes": 10
    },
    {
      "id": 388258,
      "title": "Lion Optimizer",
      "comment_count": 5,
      "views": 0,
      "votes": 21
    },
    {
      "id": 389275,
      "title": "'pretrained or not pretrained'",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 384696,
      "title": "Why my public score is always same (0.04)? ",
      "comment_count": 29,
      "views": 0,
      "votes": 2
    },
    {
      "id": 388847,
      "title": "Notebook experimenting with BIRADS classification",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 388800,
      "title": "Articles about detecting tumors",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 389259,
      "title": "evaluation time problem. ",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388547,
      "title": "CV and LB do not correlate.",
      "comment_count": 8,
      "views": 0,
      "votes": 5
    },
    {
      "id": 383466,
      "title": "Data Explorer for EDA and coreset selection",
      "comment_count": 21,
      "views": 0,
      "votes": 20
    },
    {
      "id": 388571,
      "title": "help needed please!",
      "comment_count": 12,
      "views": 0,
      "votes": 4
    },
    {
      "id": 388836,
      "title": "Low-pass filtering might harm microcalcification detection",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 388901,
      "title": "Clarification about the notebook submission ",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388392,
      "title": "Incorporating attributes into an image classifier",
      "comment_count": 8,
      "views": 0,
      "votes": 3
    },
    {
      "id": 388985,
      "title": "Scoring issue after submitting the notebook",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388853,
      "title": "How to determine 'L' and/or 'R' as in preiction_id in sample subission?",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388806,
      "title": "Restart the kernel",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388347,
      "title": "Looking to understand why my Notebook isn't getting scored?",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 388700,
      "title": "I have a problem using dcgm for pixels extraction",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388465,
      "title": "Input layer (1024,1024,3) or (1024,1024,1)",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 388656,
      "title": "Training overtime!!",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 388415,
      "title": "Previous successful submission notebook now throwing Memory Error",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 388403,
      "title": "TPU training strange behavior",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 373211,
      "title": "VinDr-Mammo: 337.8 GB 5000 patients with full-field digital mammography and yolov5 models trained on it",
      "comment_count": 16,
      "views": 0,
      "votes": 33
    },
    {
      "id": 383772,
      "title": "Notebook ran successfully but submission failed",
      "comment_count": 14,
      "views": 0,
      "votes": 2
    },
    {
      "id": 388445,
      "title": "Submission stuck in scoring ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 388236,
      "title": "Cannot re-initialize CUDA in forked subprocess",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 388394,
      "title": "Does the test.csv used during submission have \"view\" categories that are not in the train.csv ?",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 379133,
      "title": "Why is External Data allowed?",
      "comment_count": 16,
      "views": 0,
      "votes": 18
    },
    {
      "id": 386213,
      "title": "Learning from Frequency Domain for Image classification",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 384446,
      "title": "notebook takes too much time scoring",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 385003,
      "title": "breast laterality",
      "comment_count": 5,
      "views": 0,
      "votes": 9
    },
    {
      "id": 386143,
      "title": "Can Training/Inference in different notebook?",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 386739,
      "title": "Kernel Crash TensorRT Model Conversion",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 386762,
      "title": "Notebook Threw Exception",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 386347,
      "title": "Dataset For Easy Label Inferring",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 384713,
      "title": "Best threshold is too low (0.04)",
      "comment_count": 6,
      "views": 0,
      "votes": 7
    },
    {
      "id": 387879,
      "title": "submission problem, unstable kernel hardware or random test dataset?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 386286,
      "title": "Some Questions about pF1 score Maximization",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 386386,
      "title": "Question about StudyInstanceUID and PatientID",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 378521,
      "title": "share you top models validation metrics performance",
      "comment_count": 57,
      "views": 0,
      "votes": 69
    },
    {
      "id": 386130,
      "title": "Leaderbord by the help of - chart",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 386658,
      "title": "Do test-time augmentation or ensemble methods improve model performance?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 386277,
      "title": "Why my notebook fails to submit?",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 384777,
      "title": "[solved] yet another submission scoring error?",
      "comment_count": 12,
      "views": 0,
      "votes": 9
    },
    {
      "id": 383535,
      "title": "How does image size influence LB score?",
      "comment_count": 8,
      "views": 0,
      "votes": 10
    },
    {
      "id": 386518,
      "title": "Mammography image segmentation",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 385042,
      "title": "Dataset Upload Error",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 386442,
      "title": "When using TPU in PyTorch, how to distribute samples with undersampling?",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 386106,
      "title": "Is the INbreast dataset allowed for this competition? ",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 386329,
      "title": " dataset, preprocess or model is more important?",
      "comment_count": 1,
      "views": 0,
      "votes": -2
    },
    {
      "id": 375881,
      "title": "1.4x-1.6x inference speedup with torch_tensorrt ",
      "comment_count": 23,
      "views": 0,
      "votes": 35
    },
    {
      "id": 384082,
      "title": "Tensroflow-ResNet50, Can not get good performance (LB0.04)",
      "comment_count": 12,
      "views": 0,
      "votes": 6
    },
    {
      "id": 386089,
      "title": "Looking for team member for \"RSNA Screening Mammography Breast Cancer Detection\" project",
      "comment_count": 7,
      "views": 0,
      "votes": -4
    },
    {
      "id": 386211,
      "title": "ROI data set",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 384408,
      "title": "What is your biggest gap on the validation dataset and on LB? Mine 0.77 vs 0.32:-)",
      "comment_count": 13,
      "views": 0,
      "votes": 0
    },
    {
      "id": 386170,
      "title": "Probably why there are seemingly mislabeled lateralities",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 383630,
      "title": "[relax and have fun] quizz \"how would a data scientist make a marriage proposal?\"",
      "comment_count": 16,
      "views": 0,
      "votes": 20
    },
    {
      "id": 384853,
      "title": "Best threshold value for ensemble submissions",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 370333,
      "title": "[placeholder] LB 0.58 @ 3hr : my experimental results",
      "comment_count": 253,
      "views": 0,
      "votes": 199
    },
    {
      "id": 383483,
      "title": "LB score is 0!",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 383658,
      "title": "Submission Failure: Notebook Threw Exception",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 384719,
      "title": "Are high scoring teams using aux loss?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 384477,
      "title": "Problem with TPU v3.8 and model.fit",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 382679,
      "title": "Race for the prizes",
      "comment_count": 11,
      "views": 0,
      "votes": 38
    },
    {
      "id": 384479,
      "title": "Breast density estimation",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 383357,
      "title": "Bring from outer datasets",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 383608,
      "title": "TPU with ImageDataGeneator",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 383751,
      "title": "Grayscale ImageNet weights",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 384059,
      "title": "Softmax or sigmoid for binary classification",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 384356,
      "title": "How to load model weights into Kaggle script?",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 384016,
      "title": "Why does a successful submission receive a score of 0?",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 383383,
      "title": "Demo site for Albumentations",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 372175,
      "title": "What is the rationale for this metric above AUC?",
      "comment_count": 32,
      "views": 0,
      "votes": 32
    },
    {
      "id": 374672,
      "title": "Very high probabilistic threshold",
      "comment_count": 12,
      "views": 0,
      "votes": 6
    },
    {
      "id": 383747,
      "title": "Submission error out of disk ",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 383844,
      "title": "I want to output the time of my Notebook session",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 383018,
      "title": "Derived data ownership",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 382039,
      "title": "How do you get the complete test data?",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 383629,
      "title": "Unbalanced LB score",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 377887,
      "title": "A question about the rules of the competition. ",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 383277,
      "title": "Images with text!",
      "comment_count": 11,
      "views": 0,
      "votes": 1
    },
    {
      "id": 382270,
      "title": "Notebook Out of Memory Error During Inference | Analysis [SOLUTION]",
      "comment_count": 9,
      "views": 0,
      "votes": 10
    },
    {
      "id": 382983,
      "title": "Image 25323_1743461841",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 383333,
      "title": "Influence on seeds ",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 382411,
      "title": "Don’t share your solutions to suspicious persons! (RSNA)",
      "comment_count": 0,
      "views": 0,
      "votes": 17
    },
    {
      "id": 382922,
      "title": "Any heuristic windows that worked for you?",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 374946,
      "title": "Part 2 - Breast Density - Everything you wanted to know about mammography: A radiologist’s guide",
      "comment_count": 18,
      "views": 0,
      "votes": 31
    },
    {
      "id": 376741,
      "title": "Thoughts on using siamese network to tackle imbalanced data problem",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 383440,
      "title": "Submission is taking too long to give score?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 371981,
      "title": "Faster Dicom Processing on GPU",
      "comment_count": 10,
      "views": 0,
      "votes": 37
    },
    {
      "id": 371033,
      "title": "Fast dicom export and processing (1.6-2x faster) 💪💪 ",
      "comment_count": 29,
      "views": 0,
      "votes": 51
    },
    {
      "id": 370226,
      "title": "Is Yolov5 allowed?",
      "comment_count": 18,
      "views": 0,
      "votes": 7
    },
    {
      "id": 369262,
      "title": "A Brief Intro to Mammography",
      "comment_count": 35,
      "views": 0,
      "votes": 253
    },
    {
      "id": 381995,
      "title": "How to process data for multi view training?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 382686,
      "title": "Question about image opacity/transparency",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 382056,
      "title": "pF1 score not improving at all",
      "comment_count": 7,
      "views": 0,
      "votes": 5
    },
    {
      "id": 383125,
      "title": "What are we looking for?",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 382951,
      "title": "Code competion - pre-trained models",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 382598,
      "title": "batch size",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 381602,
      "title": "Markings on the images",
      "comment_count": 12,
      "views": 0,
      "votes": 1
    },
    {
      "id": 370640,
      "title": "Notebook threw exception",
      "comment_count": 27,
      "views": 0,
      "votes": 8
    },
    {
      "id": 369282,
      "title": "📸 DICOM files converted to PNGs [314.72 GB -> 921 MB] ",
      "comment_count": 34,
      "views": 0,
      "votes": 118
    },
    {
      "id": 382405,
      "title": "Is this dataset allowed?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 379210,
      "title": "Are some of the image literalities labelled incorrectly?  Or, am I mistaken?",
      "comment_count": 10,
      "views": 0,
      "votes": 5
    },
    {
      "id": 380740,
      "title": "Image with id 1942326353 not available",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 381938,
      "title": "Pip dependencies requiring a restart?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369155,
      "title": "💡 6 Computer Vision tricks for faster training and better models 🚀🚀🚀",
      "comment_count": 11,
      "views": 0,
      "votes": 85
    },
    {
      "id": 381073,
      "title": "An interesting found with machine_id",
      "comment_count": 6,
      "views": 0,
      "votes": 9
    },
    {
      "id": 382529,
      "title": "Face problem to load data?",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 382445,
      "title": "Stupid question: Pretrained models",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 373466,
      "title": "Faster competition metrics ⚡️",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 382412,
      "title": "Just made a simple tutorial on how to read the .dcm files",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 382153,
      "title": "📸 DICOM files converted to JPEG",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 377100,
      "title": "Mediolateral oblique(MLO) view vs Cranial caudal (CC) view and Left laterality vs Right laterality",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 377790,
      "title": "1374 DDSM mammography positive cases ",
      "comment_count": 18,
      "views": 0,
      "votes": 35
    },
    {
      "id": 381950,
      "title": "Offline upgrading notebook to tensorflow 2.10",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 381662,
      "title": "How to label the cancer and no cancer images to train my model?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 375267,
      "title": "need some advice from doctors or radiologists ...",
      "comment_count": 28,
      "views": 0,
      "votes": 29
    },
    {
      "id": 377654,
      "title": "Yet another working backbone",
      "comment_count": 51,
      "views": 0,
      "votes": 19
    },
    {
      "id": 382019,
      "title": "CSV File Containing Image ID of 4 Different Label",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 381427,
      "title": "Competition submission failed",
      "comment_count": 9,
      "views": 0,
      "votes": 1
    },
    {
      "id": 381670,
      "title": "Preprocessing code running too slow on kaggle",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 381810,
      "title": "Downloading the Dataset in JPG format",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 381722,
      "title": "Has anyone tried R-Drop in this contest? I would like some advice on tuning hyperparameters",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 381505,
      "title": "Submission is taking more than 9h",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 371534,
      "title": "17x dicom decode speedup on GPU for jpeg2000 encodings",
      "comment_count": 21,
      "views": 0,
      "votes": 85
    },
    {
      "id": 380903,
      "title": "Submission CSV Not Found　although submission.csv is there.  -What should I do?-",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 379784,
      "title": "[Chai Time] Panel with Top Kagglers on Best Practises 🥇",
      "comment_count": 11,
      "views": 0,
      "votes": 28
    },
    {
      "id": 370341,
      "title": "Some LB probing results to share",
      "comment_count": 33,
      "views": 0,
      "votes": 67
    },
    {
      "id": 381372,
      "title": "DL projects: cloud or physical GPUs?",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 381433,
      "title": "My submissions keep return errors (Notebook Threw Exception) or out of memory. ",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 381508,
      "title": "Submission throwing an exception, related to pydicom and the pylibjpeg-libjpeg plugin",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 376879,
      "title": "[LB 0.47] MONAI training and inference pipeline",
      "comment_count": 61,
      "views": 0,
      "votes": 71
    },
    {
      "id": 380657,
      "title": "Best NN Score?",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 380969,
      "title": "Newbie asking for tips",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 380504,
      "title": "Need help with TPU",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 369113,
      "title": "Why is my submission failing?",
      "comment_count": 14,
      "views": 0,
      "votes": 8
    },
    {
      "id": 380138,
      "title": "Visual Transformer (ViT) vs ResNet50 | My Experimentation Results",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 376232,
      "title": "Patient Overlap and Data Leakage",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 381107,
      "title": "Internet Access disabled. Meaning???",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 369754,
      "title": "⭐️ ROI extracted dataset - resolution 768pix and 1024pix⭐️ -> 2023.01.14 = 1280 (windowing)",
      "comment_count": 42,
      "views": 0,
      "votes": 70
    },
    {
      "id": 375295,
      "title": "Stuck at 0.05 - any tips? (tried upsampling, weighted loss, low learning rates etc.)",
      "comment_count": 21,
      "views": 0,
      "votes": 11
    },
    {
      "id": 378188,
      "title": "Scoring my submission is taking so much time. ",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 379061,
      "title": "RSNA BCD 1024x512 Cropped + Windowing",
      "comment_count": 3,
      "views": 0,
      "votes": 17
    },
    {
      "id": 377986,
      "title": "Has anyone compared performance between P100 and T4 notebooks?",
      "comment_count": 7,
      "views": 0,
      "votes": 6
    },
    {
      "id": 379844,
      "title": "Question mean and std?",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 376472,
      "title": "A tiny improvement of WeightedRandomSampler",
      "comment_count": 15,
      "views": 0,
      "votes": 24
    },
    {
      "id": 378769,
      "title": "Can models be ensembled using logits?",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 371805,
      "title": "thoughts on reaching LB 0.42",
      "comment_count": 25,
      "views": 0,
      "votes": 65
    },
    {
      "id": 371221,
      "title": "Issue : read dicom file by index iteration Dataset Calss object torch ",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369364,
      "title": "RSNA Dataset Breakdown, Compiled list of External Datasets",
      "comment_count": 4,
      "views": 0,
      "votes": 23
    },
    {
      "id": 379084,
      "title": "non public data and kaggle product idea",
      "comment_count": 0,
      "views": 0,
      "votes": 14
    },
    {
      "id": 374031,
      "title": "Questions about augmentation",
      "comment_count": 8,
      "views": 0,
      "votes": 5
    },
    {
      "id": 373896,
      "title": "Performance optimization for decoding libraries, seems like an unecessary digression",
      "comment_count": 6,
      "views": 0,
      "votes": 7
    },
    {
      "id": 379534,
      "title": "loss is decreasing still no improvement in the model performance ",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 379505,
      "title": "Notebook Threw Exception",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369886,
      "title": "exploit the metric \"bug\"",
      "comment_count": 10,
      "views": 0,
      "votes": 95
    },
    {
      "id": 377408,
      "title": "Mixup doesn't work for this problem ?",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 379041,
      "title": "My submissions keep return error (Notebook Threw Exception)",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 370436,
      "title": "Cropped datasets",
      "comment_count": 2,
      "views": 0,
      "votes": 15
    },
    {
      "id": 377208,
      "title": "DicomSDL & VOILUTFunction Sigmoid",
      "comment_count": 5,
      "views": 0,
      "votes": 14
    },
    {
      "id": 378963,
      "title": "Overfitting problem",
      "comment_count": 8,
      "views": 0,
      "votes": 3
    },
    {
      "id": 379274,
      "title": "AUC and eval loss",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 379297,
      "title": "submission problem: same kernel with different weights",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369259,
      "title": "Error decoding pixel data",
      "comment_count": 7,
      "views": 0,
      "votes": 4
    },
    {
      "id": 378836,
      "title": "Transformer training best practices",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 379209,
      "title": "Problem in Submisison",
      "comment_count": 9,
      "views": 0,
      "votes": 0
    },
    {
      "id": 379413,
      "title": "ImageDataLoaders",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 369341,
      "title": "More PNG/JPG Datasets to Get Started",
      "comment_count": 7,
      "views": 0,
      "votes": 48
    },
    {
      "id": 376630,
      "title": "Recommend: Increase your RAM to 330GB with 96 CPU cores on kaggle.",
      "comment_count": 21,
      "views": 0,
      "votes": 41
    },
    {
      "id": 378126,
      "title": "Leaderboard scores (slightly) wrong?",
      "comment_count": 9,
      "views": 0,
      "votes": 6
    },
    {
      "id": 377831,
      "title": "My VAL pF1 score is around 0.04, however my VAL is around 0.66 to 0.69. Unable to improve score",
      "comment_count": 7,
      "views": 0,
      "votes": 2
    },
    {
      "id": 373555,
      "title": "TimeOut Error May Be Avoidable.",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 378954,
      "title": "Fast tensorflow inference pipeline? ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 378490,
      "title": "Only one class of breast density is predicted!",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 372709,
      "title": "submission 7 hours  threw exception.",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 377730,
      "title": "Different  thresholding technique to handle imbalance dicom dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 378119,
      "title": "ImageNet pretrained weights not available?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369485,
      "title": "📓 🌟 Useful Resources - Breast Cancer Detection 🌟 📓",
      "comment_count": 4,
      "views": 0,
      "votes": 12
    },
    {
      "id": 378503,
      "title": "wired issue of submission.",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 378042,
      "title": "Inference time",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 376769,
      "title": "[Chai Time] Relevant Top Solutions livestreams",
      "comment_count": 5,
      "views": 0,
      "votes": 24
    },
    {
      "id": 378063,
      "title": "Do high scored notebook reproduce in kaggle hardware?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 378392,
      "title": "What is your best LB Score of single fold (raw probabilities)?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 377008,
      "title": "Is it against the rule to use a percentile of test set probabilities as threshold?",
      "comment_count": 17,
      "views": 0,
      "votes": 10
    },
    {
      "id": 378175,
      "title": "Model Selection and Overfitting Question",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 371105,
      "title": "Why my sub always Threw Exception??",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 375419,
      "title": "how to deal with dicom file ?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 370669,
      "title": "EDA, Density is an important column, plus hillclimbing, transfer learning, and other techniques",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 377830,
      "title": "Running out of RAM on submission... what's using my CPU RAM?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 377817,
      "title": "Questions about WeightedRandomSampler",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369264,
      "title": "Mammographic views",
      "comment_count": 4,
      "views": 0,
      "votes": 12
    },
    {
      "id": 375791,
      "title": "ConvNeXt-V2 : Arrival of new SOTA CNN architectures",
      "comment_count": 7,
      "views": 0,
      "votes": 18
    },
    {
      "id": 378006,
      "title": "Team merger",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 371288,
      "title": "LB Score =  0.00",
      "comment_count": 9,
      "views": 0,
      "votes": 0
    },
    {
      "id": 377143,
      "title": "Submit time is unstable",
      "comment_count": 7,
      "views": 0,
      "votes": 6
    },
    {
      "id": 374248,
      "title": "Marking the first month - Summary of key discussions",
      "comment_count": 2,
      "views": 0,
      "votes": 95
    },
    {
      "id": 377835,
      "title": "Reconstruction by using ViT",
      "comment_count": 8,
      "views": 0,
      "votes": 1
    },
    {
      "id": 377558,
      "title": "Image size does not match and cannot proceed",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 377300,
      "title": "What does it mean by Cancer Negative?",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 377524,
      "title": "PyTorch TPU notebook huge slowdown",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 375520,
      "title": "Yet another ADMANI model:  BRAIxProtoPNet++ ",
      "comment_count": 4,
      "views": 0,
      "votes": 12
    },
    {
      "id": 377513,
      "title": "Display problem of kaggle interface",
      "comment_count": 13,
      "views": 0,
      "votes": -1
    },
    {
      "id": 373961,
      "title": "Three extra public datasets you might find useful",
      "comment_count": 5,
      "views": 0,
      "votes": 13
    },
    {
      "id": 373660,
      "title": "multi-input neural network training and creating submission csv file",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 376698,
      "title": "Custom Preprocessor for RSNA Mammography Competition",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 369749,
      "title": "⭐️⭐️ Breast Cancer - ROI (brest) extractor ⭐️⭐️",
      "comment_count": 7,
      "views": 0,
      "votes": 24
    },
    {
      "id": 375716,
      "title": "About The External Dataset",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 376749,
      "title": "Submission scoring runtime",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 376111,
      "title": "Notebook to package your pip dependencies with requirements.txt",
      "comment_count": 3,
      "views": 0,
      "votes": 7
    },
    {
      "id": 376480,
      "title": "Submission Scoring failing",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 375498,
      "title": "Loss Function Idea",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 376237,
      "title": "Augmentation techniques  from top solutions for  Medical Imaging comps",
      "comment_count": 1,
      "views": 0,
      "votes": 15
    },
    {
      "id": 377182,
      "title": "Biasness of the results",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 375169,
      "title": "State-of-the-art papers of 2022",
      "comment_count": 6,
      "views": 0,
      "votes": 30
    },
    {
      "id": 376305,
      "title": "Couldn't see the score after submission",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 376251,
      "title": "New loss for imbalanced medical image classification",
      "comment_count": 8,
      "views": 0,
      "votes": 5
    },
    {
      "id": 375018,
      "title": "Limited in LB 0.13, No improvement anymore.",
      "comment_count": 17,
      "views": 0,
      "votes": 7
    },
    {
      "id": 376587,
      "title": "What is the exact meaning of 'difficult_negative_case'?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 375843,
      "title": "Train on local machine and import weights?",
      "comment_count": 5,
      "views": 0,
      "votes": 6
    },
    {
      "id": 369603,
      "title": "Why Submission Scoring Error?",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369879,
      "title": "Competition Metric Explained - probabilistic F1 score ",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 376697,
      "title": "Looking for team members!",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 375436,
      "title": "Congratulations to the Vladimir Slaykovskiy",
      "comment_count": 10,
      "views": 0,
      "votes": 23
    },
    {
      "id": 375418,
      "title": "How to load the dcm images efficiently",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 376197,
      "title": "LB score is not improving?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 375605,
      "title": "External Data (CMMD)",
      "comment_count": 5,
      "views": 0,
      "votes": 10
    },
    {
      "id": 375643,
      "title": "Inference time",
      "comment_count": 9,
      "views": 0,
      "votes": 3
    },
    {
      "id": 376058,
      "title": "How can we know if the notebook run-time <= 9 hours？",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 372673,
      "title": "GMIC transfer learning",
      "comment_count": 17,
      "views": 0,
      "votes": 3
    },
    {
      "id": 376378,
      "title": "Previous research by Nan Wu and others",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 376283,
      "title": "Question regarding the Tensorflow model ",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 370276,
      "title": "What's your local CV without binarizing predictions?",
      "comment_count": 9,
      "views": 0,
      "votes": 11
    },
    {
      "id": 375868,
      "title": "I am trying to convert the images to jpeg using pydicom but my script keeps crashing at this file",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 373628,
      "title": "Focal or BCE loss?",
      "comment_count": 19,
      "views": 0,
      "votes": 5
    },
    {
      "id": 373222,
      "title": "Timed out vs 5hrs",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 375564,
      "title": "Some questions about the index F1 score",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 371185,
      "title": "RSNA SMBCD CV vs LB",
      "comment_count": 28,
      "views": 0,
      "votes": 27
    },
    {
      "id": 374744,
      "title": "Code with Fun",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 374900,
      "title": "Unstable validation loss",
      "comment_count": 3,
      "views": 0,
      "votes": 10
    },
    {
      "id": 375039,
      "title": "❗View feature is more important than you think❗",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 373957,
      "title": "There's something about efficientnets",
      "comment_count": 22,
      "views": 0,
      "votes": 30
    },
    {
      "id": 374288,
      "title": "🤓Everything you wanted to know about mammography: A radiologist’s guide ✔️",
      "comment_count": 4,
      "views": 0,
      "votes": 58
    },
    {
      "id": 375157,
      "title": "Weird interpolation artifacts",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 374259,
      "title": "Use self-supervision for training on unlabeled external datasets",
      "comment_count": 2,
      "views": 0,
      "votes": 12
    },
    {
      "id": 375106,
      "title": "Leaderboard results so far somewhat off from literature / SOTA",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 374767,
      "title": "I cannot convert this image from dcm to png/jped, why?",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 374194,
      "title": "Upsampling vs Downsampling",
      "comment_count": 11,
      "views": 0,
      "votes": 4
    },
    {
      "id": 372275,
      "title": "Easy load the image with nvJPEG2000(5x faster)",
      "comment_count": 17,
      "views": 0,
      "votes": 31
    },
    {
      "id": 374942,
      "title": "Laterality errors in dcm files",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 375119,
      "title": "Looking for a faster way to extract data into image files.",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 374974,
      "title": "I cant handle hidden test data. I want to submit my basic model even for once. please help.",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 374203,
      "title": "CV Strategy",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 374391,
      "title": "what is the meanning of the mammography view marker/tag?",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 375035,
      "title": "Inference and submission failure",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 374930,
      "title": "split the data by patient id or images",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 374768,
      "title": "issue in making prediction  can you help ?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 374601,
      "title": "I am very sick of making a successful submission. HELP",
      "comment_count": 9,
      "views": 0,
      "votes": 1
    },
    {
      "id": 373208,
      "title": "Weird Mammograms in the Dataset",
      "comment_count": 7,
      "views": 0,
      "votes": 19
    },
    {
      "id": 374495,
      "title": "Is white background in CT image correct?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 374504,
      "title": "Could I use 2 normalize in my training pipeline? ",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 374638,
      "title": "Having problem with running Kaggle note book",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 371996,
      "title": "OOM while train on gpu",
      "comment_count": 10,
      "views": 0,
      "votes": 2
    },
    {
      "id": 373886,
      "title": "The training is really unstable",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 373535,
      "title": "2x faster jpeg LOSSLESS decoding",
      "comment_count": 11,
      "views": 0,
      "votes": 8
    },
    {
      "id": 374395,
      "title": "File automatically renamed after downloading",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 373710,
      "title": "Notebook runs ok, but submission fails",
      "comment_count": 15,
      "views": 0,
      "votes": 2
    },
    {
      "id": 372192,
      "title": "How can we train models with 1024px images using Kaggle?",
      "comment_count": 13,
      "views": 0,
      "votes": 5
    },
    {
      "id": 372070,
      "title": "No module named 'kaggle_datasets",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 371267,
      "title": "Life is hard as a kaggler",
      "comment_count": 14,
      "views": 0,
      "votes": 48
    },
    {
      "id": 369109,
      "title": "📊 EDA + training a fast.ai model + submission 🚀",
      "comment_count": 3,
      "views": 0,
      "votes": 13
    },
    {
      "id": 369267,
      "title": "Competition Metric in Tensorflow, PyTorch & Numpy",
      "comment_count": 6,
      "views": 0,
      "votes": 58
    },
    {
      "id": 372910,
      "title": "how to handle benign cases of external data ",
      "comment_count": 10,
      "views": 0,
      "votes": 14
    },
    {
      "id": 370045,
      "title": "There are two types of Dicom images in dataset.",
      "comment_count": 6,
      "views": 0,
      "votes": 22
    },
    {
      "id": 373734,
      "title": " AI really can detect cancers...? This problem looks really hard even for human.",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 373052,
      "title": "Venting on breast cancer detection research",
      "comment_count": 9,
      "views": 0,
      "votes": 7
    },
    {
      "id": 370134,
      "title": "How to train faster?",
      "comment_count": 6,
      "views": 0,
      "votes": 5
    },
    {
      "id": 369321,
      "title": "External Dataset:  CBIS-DDSM",
      "comment_count": 2,
      "views": 0,
      "votes": 46
    },
    {
      "id": 373345,
      "title": "\"Module Not Found\" Error. Need help!!",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 373733,
      "title": "Eval loss is increasing...",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 372592,
      "title": "Training with size 512 vs 1024 experience",
      "comment_count": 4,
      "views": 0,
      "votes": 17
    },
    {
      "id": 369323,
      "title": "JPG dataset",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 372262,
      "title": "free coursera ourse for domain knowledge : Artificial Intelligence for Breast Cancer Detection",
      "comment_count": 9,
      "views": 0,
      "votes": 22
    },
    {
      "id": 373420,
      "title": "HOW TO USE TPU v3-8",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 372550,
      "title": "Freezing Layers to Avoid OOM (1024px)",
      "comment_count": 6,
      "views": 0,
      "votes": 19
    },
    {
      "id": 372628,
      "title": "playground code for loss and imabalance data",
      "comment_count": 1,
      "views": 0,
      "votes": 15
    },
    {
      "id": 372797,
      "title": "Question for the experts:  Would a Yolov5 trained on DDSM GMIC like solution work for this comp?",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 372322,
      "title": "Submission Constantly Fails",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 372702,
      "title": "the new UI of comments is worsen than before. ",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 372054,
      "title": "[PyTorch] Focal Loss using BCEWithLogitsLoss",
      "comment_count": 2,
      "views": 0,
      "votes": 16
    },
    {
      "id": 372814,
      "title": "Train and Save Model with kaggle kernel",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 372918,
      "title": "What does this Graph mean?",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 372887,
      "title": "why can't predict data using multi input keras mode",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 372130,
      "title": "16bits PNG dataset (1024)",
      "comment_count": 3,
      "views": 0,
      "votes": 11
    },
    {
      "id": 372431,
      "title": "How long do you need to inference?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 372765,
      "title": "extra columns in the dataset ",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 372161,
      "title": "How to download dataset file by file",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 371874,
      "title": "ensemble not working?",
      "comment_count": 2,
      "views": 0,
      "votes": 11
    },
    {
      "id": 369188,
      "title": "Adjutant resources- breast cancer Kaggle notebooks",
      "comment_count": 5,
      "views": 0,
      "votes": 14
    },
    {
      "id": 372514,
      "title": "Long Submission Time",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 371717,
      "title": "The way how you resize your images impacts the results!",
      "comment_count": 6,
      "views": 0,
      "votes": 23
    },
    {
      "id": 372283,
      "title": "[Test images patient-laterality combination] ",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 372228,
      "title": "Data and training flow... basic beginner question...help appreciated!",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 369651,
      "title": "Male, Transgenders, Cisgender's Breast Cancer and Machine learning.",
      "comment_count": 7,
      "views": 0,
      "votes": -2
    },
    {
      "id": 372492,
      "title": "Complete EDA of Tabular and Image Data",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 372278,
      "title": "Feasibility of transfer learning",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 372166,
      "title": "A way to reed image directly and feed it to CNN & DNN in Keras",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 371630,
      "title": "ROI extraction - yolo training and annotations",
      "comment_count": 0,
      "views": 0,
      "votes": 12
    },
    {
      "id": 370689,
      "title": "[LB: 0.37] Tensorflow Baseline with TPU-1VM",
      "comment_count": 23,
      "views": 0,
      "votes": 34
    },
    {
      "id": 370508,
      "title": "mmclassification benchmark (LB=0.20)",
      "comment_count": 3,
      "views": 0,
      "votes": 17
    },
    {
      "id": 371493,
      "title": "Only CSV data gives good score? why?",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 372190,
      "title": "Notebook stops during fit: Successful run",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 371268,
      "title": "📸 Over 56GB of processed data, 5 different methods 🥳",
      "comment_count": 6,
      "views": 0,
      "votes": 21
    },
    {
      "id": 371583,
      "title": "Is the evaluation metric pF1 score appropriate for screening mammography?",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 371817,
      "title": "Error when transforming images into png",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 370587,
      "title": "9 techniques to improve the stability of training and why they matter for this competition",
      "comment_count": 6,
      "views": 0,
      "votes": 47
    },
    {
      "id": 371620,
      "title": "Pre-trained models limitations",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 370639,
      "title": "Artifacts or Anomalies (Finding Hard Examples)",
      "comment_count": 9,
      "views": 0,
      "votes": 19
    },
    {
      "id": 371020,
      "title": "How to Handle Class Imbalance in Computer Vision",
      "comment_count": 7,
      "views": 0,
      "votes": 14
    },
    {
      "id": 369684,
      "title": "how long does it take to convert dicom to png? ",
      "comment_count": 37,
      "views": 0,
      "votes": 25
    },
    {
      "id": 371324,
      "title": "KerasCV + NoROI Baseline",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 371561,
      "title": "how to start ?",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 371733,
      "title": "Model training ~ Code requirements ",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 370156,
      "title": "[Solved] How to submit, what is wrong ",
      "comment_count": 12,
      "views": 0,
      "votes": 12
    },
    {
      "id": 371093,
      "title": "Ray -  PARALLEL processing dicom files and ... do more tasks",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 370376,
      "title": "Congratulations on a successful competition!",
      "comment_count": 7,
      "views": 0,
      "votes": 22
    },
    {
      "id": 369402,
      "title": "Submission CSV Not Found",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 371057,
      "title": "difficult_negative_case and BIRADS",
      "comment_count": 9,
      "views": 0,
      "votes": 7
    },
    {
      "id": 371077,
      "title": "Caution: Enriched dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 370498,
      "title": "[LB:0.27] Pytorch+EffNetV2 some working ideas",
      "comment_count": 5,
      "views": 0,
      "votes": 20
    },
    {
      "id": 370893,
      "title": "Submission constantly failing",
      "comment_count": 8,
      "views": 0,
      "votes": 3
    },
    {
      "id": 371187,
      "title": "why forked public inference notebooks time out?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 371081,
      "title": "what are some good DICOM datasets we can use for pretraining?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 371401,
      "title": "Having trouble in the inference part",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 370740,
      "title": "📌 HOG↗️➡️↘️ + EDA📈 + Modeling🔥",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 371085,
      "title": "needed computation resources  ",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 370968,
      "title": "logs when a submission failed",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 371407,
      "title": "Scoring Time Trouble",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 370797,
      "title": "Notebook timed out (solved)",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 369769,
      "title": "Some Remarks & Achieving LB 0.24  (Updated)",
      "comment_count": 9,
      "views": 0,
      "votes": 47
    },
    {
      "id": 370656,
      "title": "Multiple Instance Learning : to solve the weakly supervised classification in whole slide image (WSI) ",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 370963,
      "title": "Can I Use MATLAB for This Competition?",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369815,
      "title": "Why use \"windowing\" on mammography images?",
      "comment_count": 7,
      "views": 0,
      "votes": 18
    },
    {
      "id": 369704,
      "title": "Recommend Loss function for F1_Score Task. It's mainly Medical Image Analysis.",
      "comment_count": 2,
      "views": 0,
      "votes": 19
    },
    {
      "id": 369099,
      "title": "This competition looks really good!",
      "comment_count": 10,
      "views": 0,
      "votes": 35
    },
    {
      "id": 370525,
      "title": "[UPDATE] 📸 DICOM files converted to PNGs -> 256px, 384px, 512px, 768px and 1024px",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 370553,
      "title": "Probabilistic F Score in R",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 369265,
      "title": "Can someone clear my doubts, I have a few",
      "comment_count": 9,
      "views": 0,
      "votes": 5
    },
    {
      "id": 369135,
      "title": "BIRADS Score",
      "comment_count": 12,
      "views": 0,
      "votes": 25
    },
    {
      "id": 370123,
      "title": "what the value of beta for Probabilistic F Score",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 370680,
      "title": "How to add labels to hugging face dataset?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369921,
      "title": "Scores update to reflect metric patch",
      "comment_count": 0,
      "views": 0,
      "votes": 21
    },
    {
      "id": 370072,
      "title": "Notebook for removing letter markers",
      "comment_count": 1,
      "views": 0,
      "votes": 11
    },
    {
      "id": 369400,
      "title": "What's Best loss function in Breast Cancer Detection Task? [personal opinion]",
      "comment_count": 5,
      "views": 0,
      "votes": 18
    },
    {
      "id": 369706,
      "title": "3 resources to get started with Computer Vision in this competition 🚀🚀🚀",
      "comment_count": 0,
      "views": 0,
      "votes": 26
    },
    {
      "id": 369902,
      "title": "bug in the metric?",
      "comment_count": 2,
      "views": 0,
      "votes": 15
    },
    {
      "id": 369799,
      "title": "ROI Extraction for breast using OpenCV - How to crop images? 💻 ",
      "comment_count": 4,
      "views": 0,
      "votes": 15
    },
    {
      "id": 370652,
      "title": "Summision to the competition.",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 370507,
      "title": "Site 2 difficult negative cases and biopsies",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 370214,
      "title": "Any one using the implants field?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 370037,
      "title": "Previous RSNA competitions",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 370205,
      "title": "Question on successful submission",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 370469,
      "title": "How can I use fastai and resnet18?",
      "comment_count": 2,
      "views": 0,
      "votes": 0
    },
    {
      "id": 370010,
      "title": "Fast DICOM Read and Cropping",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 369980,
      "title": "[train + inference] fast.ai starter pack 🚀",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 369762,
      "title": "📸 DICOM files converted to PNGs -> 256px, 512px, 768px and 1024px",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 369660,
      "title": "Mirai - Mammography-based model for breast cancer risk",
      "comment_count": 0,
      "views": 0,
      "votes": 12
    },
    {
      "id": 369291,
      "title": "Vertical line in images",
      "comment_count": 6,
      "views": 0,
      "votes": 11
    },
    {
      "id": 369367,
      "title": "Transfer Learning for Medical Image Classification",
      "comment_count": 2,
      "views": 0,
      "votes": 11
    },
    {
      "id": 369904,
      "title": "Classic Post on Analyzing and Normalizing DICOM images",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 369596,
      "title": "🏨 📚 Breast Cancer Screening and Mammography",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 369592,
      "title": "Notebook to pad images to square",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 369730,
      "title": "Traditional methods work well !",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 369913,
      "title": "Pre-resized test dataset version",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369452,
      "title": "960*960 png dataset",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 369692,
      "title": "How to speed up converting dcm files to images when submitting？",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 369272,
      "title": "How to fix reading image?",
      "comment_count": 7,
      "views": 0,
      "votes": 5
    },
    {
      "id": 369418,
      "title": "New to Computer Vision!",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 369757,
      "title": "Submission fails",
      "comment_count": 10,
      "views": 0,
      "votes": 0
    },
    {
      "id": 369374,
      "title": "Breast Implants. BIA-ALCL. Avoiding Misinterpretations.",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 369370,
      "title": "2020 IEEE Breast Cancer Screening research paper",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 369667,
      "title": "⚠️ Unable to predict on images in test -- after installing dependencies for reading DICOM, need to restart kernel",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 369700,
      "title": "Whether to support online inference？",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369362,
      "title": "Are there unknown machine-ids in test data?",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 369666,
      "title": "Question to the host: More digits on the LB?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 369814,
      "title": "Cropped smaller images dataset for faster iterations",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369809,
      "title": "The solution to solve the same problem from DeepMind",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369699,
      "title": "Density is not a feature in the test set",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369813,
      "title": "Discussion on the training pipeline for multiple images",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369715,
      "title": "DCM2PNG Dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369583,
      "title": "Schrödinger Labels?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369375,
      "title": "DICOMs, NIfTI and PACs (Picture Archiving and Communication System)",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 369142,
      "title": "Competition metric- Probabilistic F1 Score - adjutant references",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 369531,
      "title": "How to submit?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369252,
      "title": "only one test patient?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 369709,
      "title": "Error: image has wrong mode(fast.ai)",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 369299,
      "title": "How to predict the test set?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369301,
      "title": "question about getting data via kaggle API",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369345,
      "title": "Cropped Resized 1024 x 1024 PNG",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 369304,
      "title": "Error in competition rules",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    }
  ],
  "errors": []
}