{
  "total": 464,
  "topics": [
    {
      "id": 239903,
      "title": "New to Machine Learning or Kaggle?",
      "comment_count": 36,
      "views": 0,
      "votes": 36
    },
    {
      "id": 280586,
      "title": "Details regarding the curation, annotation methodology and characteristics of the dataset.",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 266057,
      "title": "Leaderboard Finalized - Congratulations to the Winners; Recap",
      "comment_count": 1,
      "views": 0,
      "votes": 23
    },
    {
      "id": 263562,
      "title": "Join SIIM's AI Conference Virtually on Sept 19-20",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 240080,
      "title": "External Data Thread",
      "comment_count": 20,
      "views": 0,
      "votes": 16
    },
    {
      "id": 263658,
      "title": "1st place solution",
      "comment_count": 120,
      "views": 0,
      "votes": 266
    },
    {
      "id": 239891,
      "title": "Recap top solutions for Xray Medical Imaging comps",
      "comment_count": 16,
      "views": 0,
      "votes": 219
    },
    {
      "id": 248442,
      "title": "Discussion: CV Vs LB",
      "comment_count": 116,
      "views": 0,
      "votes": 67
    },
    {
      "id": 318114,
      "title": "mAP Score Calculation + Meaning",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 240233,
      "title": "[placeholder] lb 0.450 (study only) starter kit!",
      "comment_count": 89,
      "views": 0,
      "votes": 188
    },
    {
      "id": 240878,
      "title": "Understanding Studies",
      "comment_count": 32,
      "views": 0,
      "votes": 151
    },
    {
      "id": 242760,
      "title": "Data Augmentation Techniques",
      "comment_count": 19,
      "views": 0,
      "votes": 42
    },
    {
      "id": 263680,
      "title": "5th Place Win [A tribute to My Mother and all the Covid19 Victims]",
      "comment_count": 152,
      "views": 0,
      "votes": 484
    },
    {
      "id": 264243,
      "title": "4th place solution",
      "comment_count": 19,
      "views": 0,
      "votes": 50
    },
    {
      "id": 265583,
      "title": "9th place solution",
      "comment_count": 24,
      "views": 0,
      "votes": 50
    },
    {
      "id": 264311,
      "title": "12th place solution",
      "comment_count": 4,
      "views": 0,
      "votes": 21
    },
    {
      "id": 263849,
      "title": "34th solution EffnetV2 + yolov5",
      "comment_count": 9,
      "views": 0,
      "votes": 26
    },
    {
      "id": 272594,
      "title": "All submissions are getting the same private score.",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 243111,
      "title": "PyTorch vs TensorFlow",
      "comment_count": 29,
      "views": 0,
      "votes": 15
    },
    {
      "id": 272207,
      "title": "GPU memory shoots up when loading a pretrained model",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 266571,
      "title": "5th Place Solution - Complete Writeup + Code ",
      "comment_count": 11,
      "views": 0,
      "votes": 28
    },
    {
      "id": 263895,
      "title": "26th Place Solution : Brief Writeup",
      "comment_count": 16,
      "views": 0,
      "votes": 34
    },
    {
      "id": 263674,
      "title": "2nd place summary",
      "comment_count": 34,
      "views": 0,
      "votes": 76
    },
    {
      "id": 263666,
      "title": "Congratulations - My Entire Team Became Competition Masters!",
      "comment_count": 45,
      "views": 0,
      "votes": 67
    },
    {
      "id": 265748,
      "title": "Special Thanks to Alien @h053473666",
      "comment_count": 6,
      "views": 0,
      "votes": 15
    },
    {
      "id": 263945,
      "title": "5th place solution - brief summary",
      "comment_count": 23,
      "views": 0,
      "votes": 49
    },
    {
      "id": 263683,
      "title": "10th place with code",
      "comment_count": 10,
      "views": 0,
      "votes": 55
    },
    {
      "id": 265935,
      "title": "Congratulations and Thanks!",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 263729,
      "title": "Slept hopeless --> woke up with unexpected gold: Learned a lot",
      "comment_count": 12,
      "views": 0,
      "votes": 26
    },
    {
      "id": 263654,
      "title": "3rd place solution",
      "comment_count": 37,
      "views": 0,
      "votes": 67
    },
    {
      "id": 263676,
      "title": "Easy Trick to Add Aux Loss",
      "comment_count": 18,
      "views": 0,
      "votes": 51
    },
    {
      "id": 264028,
      "title": "27th place solution",
      "comment_count": 6,
      "views": 0,
      "votes": 19
    },
    {
      "id": 264807,
      "title": "Just wanna say thanks to Cher Keng Heng",
      "comment_count": 2,
      "views": 0,
      "votes": 10
    },
    {
      "id": 264212,
      "title": "Winning Solutions Summary [Top-10]",
      "comment_count": 3,
      "views": 0,
      "votes": 10
    },
    {
      "id": 264858,
      "title": "6th place solution",
      "comment_count": 4,
      "views": 0,
      "votes": 12
    },
    {
      "id": 264287,
      "title": "11th Place Solution - My Part",
      "comment_count": 7,
      "views": 0,
      "votes": 10
    },
    {
      "id": 263734,
      "title": "8th Place Solution [Full Code Attached]",
      "comment_count": 17,
      "views": 0,
      "votes": 26
    },
    {
      "id": 263662,
      "title": "Private 19th Solution - Rabbit part",
      "comment_count": 7,
      "views": 0,
      "votes": 23
    },
    {
      "id": 263701,
      "title": "11th place solution",
      "comment_count": 11,
      "views": 0,
      "votes": 26
    },
    {
      "id": 263832,
      "title": "Public 59th / Private 78th Solution",
      "comment_count": 4,
      "views": 0,
      "votes": 11
    },
    {
      "id": 262266,
      "title": "Avoid Such Practice during last days Please !",
      "comment_count": 8,
      "views": 0,
      "votes": 25
    },
    {
      "id": 263748,
      "title": "7th place solution with Code",
      "comment_count": 7,
      "views": 0,
      "votes": 26
    },
    {
      "id": 264588,
      "title": "Some Useful external Datasets Used helped boost score",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 263830,
      "title": "47th place solution",
      "comment_count": 1,
      "views": 0,
      "votes": 23
    },
    {
      "id": 263800,
      "title": "Calibrating confidence scores",
      "comment_count": 6,
      "views": 0,
      "votes": 7
    },
    {
      "id": 263108,
      "title": "Extremely Slowed Training and Inference(P100 now K80s)",
      "comment_count": 7,
      "views": 0,
      "votes": 23
    },
    {
      "id": 263665,
      "title": "why joint classification and detection don't work?",
      "comment_count": 7,
      "views": 0,
      "votes": 11
    },
    {
      "id": 264065,
      "title": "When will the private LB ranking finalize",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 256428,
      "title": "How well is ensemble working for you..",
      "comment_count": 27,
      "views": 0,
      "votes": 56
    },
    {
      "id": 263456,
      "title": "Good luck ",
      "comment_count": 0,
      "views": 0,
      "votes": 19
    },
    {
      "id": 263921,
      "title": "A small suggestion for solution sharing",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 261771,
      "title": "Kaggle feature: Needs a timer in private run",
      "comment_count": 2,
      "views": 0,
      "votes": 31
    },
    {
      "id": 263913,
      "title": "Hidden dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 263619,
      "title": "Call for Student Prize Submissions!",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 263929,
      "title": "Machines using in this competition",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 263653,
      "title": "Need help,our team leader dont reply us and the summbit version is he choose when he join",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 264195,
      "title": "All solution in one file CSV",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 263671,
      "title": "Best solutions MEGATHREAD",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 263776,
      "title": "Congratulations Everyone !!!",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 263801,
      "title": "Doubt about the Private Leaderboard Scores.",
      "comment_count": 9,
      "views": 0,
      "votes": 1
    },
    {
      "id": 263505,
      "title": "Kernel competitions and private test set",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 263668,
      "title": "EfficientDet - Out of curiousity",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 263366,
      "title": "There are attempts to fuse detection models",
      "comment_count": 12,
      "views": 0,
      "votes": 1
    },
    {
      "id": 263451,
      "title": "Submission CSV Not Found",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 262804,
      "title": "Has anyone been calculating mAP using torchmetrics?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 261260,
      "title": "Scoring takes too long?",
      "comment_count": 8,
      "views": 0,
      "votes": null
    },
    {
      "id": 262387,
      "title": "Score decreases after applying WBF.",
      "comment_count": 8,
      "views": 0,
      "votes": 1
    },
    {
      "id": 261691,
      "title": "detection low score",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 262518,
      "title": "Notebook Threw Exception Error",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 261925,
      "title": "How kaggle selects the scores",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 256178,
      "title": "How to train efficientnetv2 ",
      "comment_count": 38,
      "views": 0,
      "votes": 2
    },
    {
      "id": 256499,
      "title": "why colab P100 is 5x faster than kaggle P100？",
      "comment_count": 0,
      "views": 0,
      "votes": 25
    },
    {
      "id": 262466,
      "title": "What do labels mean",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255260,
      "title": "understanding external data: bimcv-covid19",
      "comment_count": 11,
      "views": 0,
      "votes": 22
    },
    {
      "id": 261039,
      "title": "Detection model ensemble idea",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 261011,
      "title": "How to load Faster R-CNN Pytorch without internet?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 256225,
      "title": "Ensembling Ideas from previous competitions",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 255915,
      "title": "Sampling technique - Public LB dataset",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 256733,
      "title": "Stuck At Submission Running",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 255945,
      "title": "Smart Hyperparameter finding",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 256483,
      "title": "How to import Mask-RCNN without Internet?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 256204,
      "title": "unable to upload Image  Input folder or dataset",
      "comment_count": 2,
      "views": 0,
      "votes": -3
    },
    {
      "id": 251192,
      "title": "Tensorflow efficientnetv2 & aux loss",
      "comment_count": 6,
      "views": 0,
      "votes": 14
    },
    {
      "id": 255812,
      "title": "What's the output file should be.",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 255077,
      "title": "Any Help on Notebook Threw Exception",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 253345,
      "title": "Understand the competition metric!",
      "comment_count": 23,
      "views": 0,
      "votes": 70
    },
    {
      "id": 254580,
      "title": "EffNetV2 Weights Dataset Issue Fixed | Please use the new version!",
      "comment_count": 4,
      "views": 0,
      "votes": 16
    },
    {
      "id": 253353,
      "title": " YOLOV5 - ValueError: zero-size array to reduction operation maximum which has no identity",
      "comment_count": 6,
      "views": 0,
      "votes": 43
    },
    {
      "id": 255491,
      "title": "Which label represents a COVID-19 case?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 254745,
      "title": "All you need to catchup quickly to SIIM-FISABIO-RSNA",
      "comment_count": 0,
      "views": 0,
      "votes": 24
    },
    {
      "id": 255135,
      "title": "What is current best classification accuracy?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 246597,
      "title": "Recommendations for handling duplicates on the train dataset",
      "comment_count": 12,
      "views": 0,
      "votes": 72
    },
    {
      "id": 254201,
      "title": "YOLOX: Exceeding YOLO Series in 2021",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 254403,
      "title": "Notebook Threw Exception",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 254662,
      "title": "False Negative Rate Loss",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 255091,
      "title": "Understanding DICOM format How to read, write, and organize medical images",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 254878,
      "title": "Why do all participants classification?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 254160,
      "title": "investigation on external data:  MIDRC-RICORD-1c set",
      "comment_count": 1,
      "views": 0,
      "votes": 16
    },
    {
      "id": 251762,
      "title": "Image Level + Study Level CV Scores Notebook (mAP-0.5)",
      "comment_count": 12,
      "views": 0,
      "votes": 14
    },
    {
      "id": 254832,
      "title": "Submission ID's in alphabetical order?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 254877,
      "title": "FasterRCNN loss is not going down",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 253767,
      "title": "A web app using Yolov5 to detect and localize COVID-19",
      "comment_count": 2,
      "views": 0,
      "votes": 11
    },
    {
      "id": 251601,
      "title": "Diff Between Pytorch TPU code and TF TPU Code",
      "comment_count": 6,
      "views": 0,
      "votes": 7
    },
    {
      "id": 254642,
      "title": "CXR anatomy detection training notebook and dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 254177,
      "title": "Tf Models in TIMM converging faster than pytorch version",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 254634,
      "title": "Label Explanation",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 253275,
      "title": "Running Kaggle models in Colab",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 254515,
      "title": "How to apply Albumentations in using GCS bucket with TPU ?  ",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252819,
      "title": "Queueded using TPU",
      "comment_count": 7,
      "views": 0,
      "votes": 13
    },
    {
      "id": 254301,
      "title": "Loading model weights without publishing them?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 254089,
      "title": "Questions about 9 hours run-time restrictions",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 253475,
      "title": "Exact number of classes we're to predict on",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 252602,
      "title": "Cropping CXRs with YOLOv5",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 254312,
      "title": "RAM out of memory",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 253668,
      "title": "\"Notebook Exceeded Allowed Compute\" - What to do?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 253737,
      "title": "How to include negative samples during training?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 254082,
      "title": "Code requirement confusion",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 247530,
      "title": "[Submissions] No Output File Found",
      "comment_count": 8,
      "views": 0,
      "votes": 7
    },
    {
      "id": 254084,
      "title": "Lung masks dataset for Lung Segmentation",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 253738,
      "title": "Are private datasets allowed in this competition?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 254057,
      "title": "Negative Samples for EfficientDet?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253812,
      "title": "Score stuck at 0.1  - need some tips",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 252790,
      "title": "Notebook for detecting CXR anatomy with YOLOv5",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 249296,
      "title": "flexible-yolov5 : Reorganize model structure, such as backbone, neck, head, can modify the network flexibly and conveniently",
      "comment_count": 5,
      "views": 0,
      "votes": 24
    },
    {
      "id": 253601,
      "title": "Studies from \"Atypical appearance\"  have images with no bounding box",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253118,
      "title": "Confused about submissions",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 253311,
      "title": "Is there the study level dataset that takes competition host's comment into account?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 253483,
      "title": "Formulation of submission.csv file",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252984,
      "title": "submission scoring error",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 248467,
      "title": "Towards clarification of competition metric",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 251889,
      "title": "Has Anyone Seen improvement from Alien's public notebook in the 2 Class Classifier by using AUX loss with BCE?",
      "comment_count": 17,
      "views": 0,
      "votes": 8
    },
    {
      "id": 252170,
      "title": "New Cool Feature on Kaggle",
      "comment_count": 3,
      "views": 0,
      "votes": 12
    },
    {
      "id": 252716,
      "title": "Submission error",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 251813,
      "title": "What TTA to use!?",
      "comment_count": 9,
      "views": 0,
      "votes": 2
    },
    {
      "id": 253021,
      "title": "Clarification regarding one pixel bounding box in studies's predictions",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 252085,
      "title": "Insights on pydicom conda helper",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 251810,
      "title": "[introduction] New YOLO family \"YOLOR\"",
      "comment_count": 7,
      "views": 0,
      "votes": 7
    },
    {
      "id": 253024,
      "title": "Confirmation regarding the classID of an image in the predictions ",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 252237,
      "title": "EfficientNet for Classification and as EfficientDet Backbone (Multi Head)",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 252076,
      "title": "Is tf AUC curve='PR' equal to mAP for classif ?",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 243947,
      "title": "CV scores for Augmentations for this competition",
      "comment_count": 49,
      "views": 0,
      "votes": 63
    },
    {
      "id": 249085,
      "title": "[completed] Easier yolov5 train/inference interface",
      "comment_count": 24,
      "views": 0,
      "votes": 57
    },
    {
      "id": 252305,
      "title": "Official scoring metric?",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 253109,
      "title": "Does the label of a study apply to all the images individually in that study ?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 252792,
      "title": "Why no label?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 253108,
      "title": "Difference between 'id' column in train_study_level.csv and 'StudyInstanceUID' column in train_image_level.csv",
      "comment_count": 1,
      "views": 0,
      "votes": -2
    },
    {
      "id": 252831,
      "title": "Porting Issues from Colab to Kaggle for detectron 2 models",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253050,
      "title": "A common approach to this problem?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252832,
      "title": "How to use train_image_level.csv and Map it with Yolo for Object Detection?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240250,
      "title": "Annotation Grading Methodology",
      "comment_count": 41,
      "views": 0,
      "votes": 104
    },
    {
      "id": 251745,
      "title": "Some thing wrong with kaggle Env or Yolo Latest Repo",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 252022,
      "title": "How to fix error about upload dataset ? ",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 252684,
      "title": "Getting submission error",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 246938,
      "title": "Kaggle api download dataset 403 - Forbidden ",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 252199,
      "title": "what's your val_auc of 2class model?",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 251891,
      "title": "How to Sort Submissions by 'Public Score' in Descending Order?",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 241582,
      "title": "How to install gdcm package offline?",
      "comment_count": 10,
      "views": 0,
      "votes": 18
    },
    {
      "id": 251808,
      "title": "Could this be a leak?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 239902,
      "title": "Looking for a Team Thread",
      "comment_count": 264,
      "views": 0,
      "votes": 39
    },
    {
      "id": 251816,
      "title": "Missing Test Studies Dataset",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 247909,
      "title": "HI,I have some doubt about this competition?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 251898,
      "title": "Question on submission",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 250578,
      "title": "useful for beginner: 🐜 how to debug algorithm (not software)",
      "comment_count": 7,
      "views": 0,
      "votes": 44
    },
    {
      "id": 251657,
      "title": "Need Help. Getting code error.",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 250666,
      "title": "[Info]: Gradient Centralization: A New Optimization Technique for Deep Neural Networks",
      "comment_count": 2,
      "views": 0,
      "votes": 26
    },
    {
      "id": 251021,
      "title": "Fast Sub Code",
      "comment_count": 5,
      "views": 0,
      "votes": 13
    },
    {
      "id": 240367,
      "title": "What type of method to use, R-CNN, YOLO, SSD or any other things?",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 244250,
      "title": "Lessons learnt from professional experience in Healthcare",
      "comment_count": 6,
      "views": 0,
      "votes": 15
    },
    {
      "id": 252028,
      "title": "wbf weights",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 251219,
      "title": "I made some submissions that were of the wrong format but was counted as a valid submission .I thought that if your submission file is wrongly formatted the submissions count won't be deducted .",
      "comment_count": 1,
      "views": 0,
      "votes": -1
    },
    {
      "id": 239918,
      "title": "Resized images in JPG/PNG and different sizes",
      "comment_count": 27,
      "views": 0,
      "votes": 125
    },
    {
      "id": 251081,
      "title": "Still Confused - Study in test",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 251932,
      "title": "Problem with submission",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 240329,
      "title": "Understand the Competition Better - Demystifying Submission Details",
      "comment_count": 37,
      "views": 0,
      "votes": 139
    },
    {
      "id": 251807,
      "title": "Multiple Images for Study in Test Folder",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 249826,
      "title": "What is the LB limit without TTA, Ensembles and External Data!?",
      "comment_count": 10,
      "views": 0,
      "votes": 18
    },
    {
      "id": 251709,
      "title": "Best method to plot bounding boxes",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 251426,
      "title": " How can I add the siim-covid19-resized-to-256px-jpg/meta.csv in input folder",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 251686,
      "title": "Getting error readng dcom files",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 251387,
      "title": "Is there something wrong in image-level?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 251634,
      "title": "Is this compute intensive competition ? (Question from a spectator)",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 250489,
      "title": "Notebook Threw Exception",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 247419,
      "title": "[Beginners][Course Alert] COVID19 Detection Project on Coursera",
      "comment_count": 10,
      "views": 0,
      "votes": 19
    },
    {
      "id": 251701,
      "title": "The format of predictions",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 251707,
      "title": "Any Performance issue with kaggle",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 248825,
      "title": "What is the submission.csv for?",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 251086,
      "title": "Lung segmentation without a CNN - notebook",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 249778,
      "title": "To RGB or not to RGB, that is the question ...",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 251343,
      "title": "Error when reading some dicom images",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 251079,
      "title": "How to interpret variables?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 249574,
      "title": "covid19 detection: classfication model + detection model",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 250579,
      "title": "How do u submit study_level predictions only?",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 250355,
      "title": "TensorFlow Training/Inference Starter Kit",
      "comment_count": 3,
      "views": 0,
      "votes": 11
    },
    {
      "id": 251832,
      "title": "oh my god.I can't see novel coronavirus pneumonia from normal people's data.",
      "comment_count": 0,
      "views": 0,
      "votes": -11
    },
    {
      "id": 245841,
      "title": "(EfficientNet vs ResNet)🔥 Baseline Architecture Study 🥼 (Weights Provided)",
      "comment_count": 6,
      "views": 0,
      "votes": 36
    },
    {
      "id": 249460,
      "title": "🚀 Getting started quickly: some notes",
      "comment_count": 1,
      "views": 0,
      "votes": 25
    },
    {
      "id": 250245,
      "title": "Reading DICOM data",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 250880,
      "title": "Yet Another Processing Notebook - Filters",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 250788,
      "title": "direction for new player?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 239898,
      "title": "💥💥 Winning Solutions of Similar Past Kaggle Competitions 🔥🔥",
      "comment_count": 12,
      "views": 0,
      "votes": 72
    },
    {
      "id": 250890,
      "title": "what's the ratio between local mAP with LB",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 248038,
      "title": "Background class in EfficientDet (and other archs)",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 249174,
      "title": "No additional detail provided error occured",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 250284,
      "title": "Dataset of processed JPGs (512) with notebook",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 250422,
      "title": "Hidden dataset - sample_submission.csv",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 246182,
      "title": "[Doubt]Question About Making predictions on Hidden Test Set",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 240251,
      "title": "Error While reading the Test Data!!",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 250765,
      "title": "What's the best score you can get with single model training?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 250426,
      "title": "Notebook for bounding boxes on cropped images",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 241300,
      "title": "CV / LB (Study Level)",
      "comment_count": 22,
      "views": 0,
      "votes": 37
    },
    {
      "id": 249112,
      "title": "Thoughts on converting Kaggle's notebooks to local scripts",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 250561,
      "title": "How to use the output of a notebook",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 250028,
      "title": "Unable to do submission.",
      "comment_count": 12,
      "views": 0,
      "votes": 1
    },
    {
      "id": 250427,
      "title": "No boxes for some typical and intermediate apperances?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240280,
      "title": "Use of Segmentation First then Classification!",
      "comment_count": 2,
      "views": 0,
      "votes": 24
    },
    {
      "id": 250383,
      "title": "Strange Notebook behavior Since last 2 days",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240221,
      "title": "Dataset Containing Additional Information About the Train Dataset (image shape, etc.)",
      "comment_count": 5,
      "views": 0,
      "votes": 8
    },
    {
      "id": 249293,
      "title": "Amazing List of Blogs and Articles helpful for Competition",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 246908,
      "title": "Scoring Submission Error",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 249737,
      "title": "Notebook for adding unsharp mask to chest x-rays",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 248832,
      "title": "About Re-Labeling for train data",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 249294,
      "title": "Curated List of YouTube Tutorials and Videos Relevant to Competition",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 250178,
      "title": "Notebook for standardizing imagesets",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 249292,
      "title": "Important Research Papers for Competition",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 249634,
      "title": "What does OB and OW mean for (7fe0, 0010) key in Dicom Images.",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 250030,
      "title": "Anyone has tried pseudo labeling?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 249920,
      "title": "Undertanding the directory structure",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 247671,
      "title": "Simple Chest X-Ray Cropping notebook",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 249921,
      "title": "Convention of X and Y",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 249860,
      "title": "internet disabled requirement",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 249682,
      "title": "Help with finding datasets.",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 248614,
      "title": "kaggle gpu vs colab gpu ",
      "comment_count": 14,
      "views": 0,
      "votes": 8
    },
    {
      "id": 249517,
      "title": "Understanding Competition Submission File",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 246586,
      "title": "[simple baseline]efnb7 + yolov5 LB 0.595 ",
      "comment_count": 10,
      "views": 0,
      "votes": 58
    },
    {
      "id": 241356,
      "title": "Submission Scoring Error",
      "comment_count": 14,
      "views": 0,
      "votes": 5
    },
    {
      "id": 242263,
      "title": "Code Requirements Understanding",
      "comment_count": 12,
      "views": 0,
      "votes": 1
    },
    {
      "id": 249192,
      "title": "why the efficientnetv2 is worse than efficientnet v1 B7?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 241275,
      "title": "How Competition Metric is Calculated Internally?",
      "comment_count": 7,
      "views": 0,
      "votes": 31
    },
    {
      "id": 249137,
      "title": "Do we need to create 2 models to predict study level and image level prediction separately ?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 248533,
      "title": "Is it illegal to use other published notebook pre-trained models for this competition?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 247672,
      "title": "Implementing C.K. Heng's idea in TensorFlow (Keras) 2. ",
      "comment_count": 12,
      "views": 0,
      "votes": 21
    },
    {
      "id": 249184,
      "title": "Long running submission ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 249159,
      "title": "Can I use AGPL licensed github repo?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 249115,
      "title": "Using Custom pretrained models for Kaggle Competion",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 240187,
      "title": "External data - 1000 triple-read Covid-19 X-rays",
      "comment_count": 23,
      "views": 0,
      "votes": 111
    },
    {
      "id": 244152,
      "title": "Unable to download complete dataset into Colab",
      "comment_count": 7,
      "views": 0,
      "votes": 2
    },
    {
      "id": 245323,
      "title": "As usual, the idea discussion thread ....",
      "comment_count": 20,
      "views": 0,
      "votes": 75
    },
    {
      "id": 249060,
      "title": "How to create bbox mask images",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 241543,
      "title": "Duplicate Images with Different Bounding Boxes",
      "comment_count": 4,
      "views": 0,
      "votes": 11
    },
    {
      "id": 248683,
      "title": "Real time data augmentation on TPU",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 239952,
      "title": "Opacity label?",
      "comment_count": 5,
      "views": 0,
      "votes": 8
    },
    {
      "id": 248015,
      "title": "Best image level score",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 246296,
      "title": "Leaderboard update complete",
      "comment_count": 25,
      "views": 0,
      "votes": 37
    },
    {
      "id": 248829,
      "title": "combining submission for _study and _image parts of data",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 248005,
      "title": "Multiple notebooks with yolov5 and similar score",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 248735,
      "title": "Request for dataset license",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 247781,
      "title": "Runtime error reading .dcm file",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 248556,
      "title": "Loading Data",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 244549,
      "title": "Some questions about \"Code Competition\"",
      "comment_count": 17,
      "views": 0,
      "votes": 2
    },
    {
      "id": 248500,
      "title": "Error With a few Dicom Images",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 246783,
      "title": "Optimizing Metric Directly (AUC/mAP/Ranking)",
      "comment_count": 11,
      "views": 0,
      "votes": 24
    },
    {
      "id": 247489,
      "title": "Ensembling YOLO Model with etectron2 Model??",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 240468,
      "title": "Looking for a team !",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 248484,
      "title": "Study the x ray images as a radiologist",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 248279,
      "title": "Yolo conf_thresissue",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 247474,
      "title": "Has anyone tried EfficientDet?",
      "comment_count": 11,
      "views": 0,
      "votes": 2
    },
    {
      "id": 248260,
      "title": "Standardization not work",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 248027,
      "title": "Doubt on opacities",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 247656,
      "title": "Why this dataset error?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 247908,
      "title": "Courses for computer vision",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 248230,
      "title": "Exported DICOM tags - dataset and notebook",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 240164,
      "title": "Extensive Guide of Learning Resources for Object Detection and Localization",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 247963,
      "title": "Pseudo Labeling?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 248198,
      "title": "change dicom file to png/jpg and save to kaggle/input",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 247736,
      "title": "how to calculate mAP in classification",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 248116,
      "title": "Notebook for using Pixel Spacing to measure on CXR",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 246536,
      "title": "dark magic",
      "comment_count": 6,
      "views": 0,
      "votes": 16
    },
    {
      "id": 247868,
      "title": "DICOM full range pixels as CNN input",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 247618,
      "title": "what's the most common reason for \"Submission Scoring Error\"?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 246414,
      "title": "Image enhancement techniques on X-ray images",
      "comment_count": 6,
      "views": 0,
      "votes": 5
    },
    {
      "id": 245523,
      "title": "Any Update here?",
      "comment_count": 12,
      "views": 0,
      "votes": 31
    },
    {
      "id": 247721,
      "title": "How to Decompress DICOM in R?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 247428,
      "title": "Any solution to transfer the filter the lung area like DataScienceBowl2017?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 247535,
      "title": "cufused with hyp when i use yolo",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 247049,
      "title": "mAP calculation on \"none\" class",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 240307,
      "title": "Multiclass Vs Multilabel for image-case",
      "comment_count": 7,
      "views": 0,
      "votes": 4
    },
    {
      "id": 242551,
      "title": "EfficientNet: Improving Accuracy and Efficiency",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 245844,
      "title": "Multiple notebooks titled Covid 19-2(para)",
      "comment_count": 8,
      "views": 0,
      "votes": 7
    },
    {
      "id": 246842,
      "title": "Results submission ",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 246344,
      "title": "How to Unzip file from Kaggle API without running out of disk space | Google Colab",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 245612,
      "title": "Think about this - no publicly available COVID-19 models are clinically useful",
      "comment_count": 6,
      "views": 0,
      "votes": 19
    },
    {
      "id": 246346,
      "title": "Hounsfield Unit Conversion.",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 246793,
      "title": "What's your best image level mAP, welcome to share yours~~",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 246942,
      "title": "SIIM-FISABIO-RSNA COVID-19 Detection(DOUBTS)",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 246596,
      "title": "Is it allowed to add your previous work here?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 246302,
      "title": "data leak from rescoring?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 246117,
      "title": "Dealing With Resizing Image boxes",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 240015,
      "title": "💥💥 Key Takeaways of Similar Past Kaggle Competitions 🔥🔥",
      "comment_count": 8,
      "views": 0,
      "votes": 60
    },
    {
      "id": 246067,
      "title": "[Coronavirus] Challenges in using AI for COVID diagnostics",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 246531,
      "title": "Image level prediction format in submission",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 246340,
      "title": "Same image, different study, different label & bounding boxes",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 245982,
      "title": "How to calculate a score detailed ?",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 246577,
      "title": "Why is there such a big difference in scores of LB？",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 246496,
      "title": "GDCM error while loading dicom images in  dataloader in fastai",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 243386,
      "title": "Publicly available pre-train models - any restrictions?",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 246274,
      "title": "is Yolo Series Allowed Question For Kaggle Team",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 245745,
      "title": "Common Pitfalls in Covid-19 detection [Nature paper]",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 246147,
      "title": "Better Approach for  object detection",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240447,
      "title": "JPEG dataset (~ 3GB)",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 245311,
      "title": "Can non-box region be considered \"negative for Pneumonia\" ?",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 244939,
      "title": "Rib Suppression proof of concept",
      "comment_count": 7,
      "views": 0,
      "votes": 8
    },
    {
      "id": 245176,
      "title": "Notebook Runtime Error",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 245011,
      "title": "Study labels explanation in generic words.",
      "comment_count": 3,
      "views": 0,
      "votes": 11
    },
    {
      "id": 245274,
      "title": "Saving jpeg images",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 242746,
      "title": "Now I have become an expert in Dataset✔️☀️🎉",
      "comment_count": 37,
      "views": 0,
      "votes": 19
    },
    {
      "id": 245733,
      "title": "Indeterminate class prediction",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 243726,
      "title": "Cannot decode some of the dicom files.",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 245937,
      "title": "SIIM-FISABIO-RSNA COVID-19 dataset in Jpg format with resized Bbox",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 243559,
      "title": "Submussion Scoring Error",
      "comment_count": 10,
      "views": 0,
      "votes": 3
    },
    {
      "id": 240882,
      "title": "Question about image bit depth",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 244976,
      "title": "Question about \"study\" image folders",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 244066,
      "title": "LB Probing - A Hypothesis",
      "comment_count": 8,
      "views": 0,
      "votes": 14
    },
    {
      "id": 245168,
      "title": "Is image level gt noisy?",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 239980,
      "title": "Same images but different annotations",
      "comment_count": 20,
      "views": 0,
      "votes": 70
    },
    {
      "id": 245868,
      "title": "Confusing No Label  X Rays",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 244175,
      "title": "Why do some studies have some duplicated images?",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 244898,
      "title": "Clarification on Study Images",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 239899,
      "title": "Error with some DICOMs",
      "comment_count": 16,
      "views": 0,
      "votes": 14
    },
    {
      "id": 245739,
      "title": "Using the dataset for my graduate thesis",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 241291,
      "title": "Image level score is always 0.001",
      "comment_count": 28,
      "views": 0,
      "votes": 39
    },
    {
      "id": 243804,
      "title": "Regarding Hand Labeling of Test Set Data ",
      "comment_count": 22,
      "views": 0,
      "votes": -8
    },
    {
      "id": 245216,
      "title": "Best Single Model",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 244959,
      "title": "images dimension not matching with bouding box",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 240363,
      "title": "Question about evaluation metric",
      "comment_count": 9,
      "views": 0,
      "votes": 24
    },
    {
      "id": 245306,
      "title": "Inverting monochrome1 images",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 245641,
      "title": "Notebook Runtime error?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 241969,
      "title": "Scoring Error!",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 243431,
      "title": "【Albumentations】Bounding boxes augmentation for object detection",
      "comment_count": 6,
      "views": 0,
      "votes": 14
    },
    {
      "id": 245107,
      "title": "About data augmentation methods",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 245534,
      "title": "An interesting competition with ambiguous rules.",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 245527,
      "title": "How to acess Kaggle data without downloading",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 244512,
      "title": "SIIM COVID-19: Resizing images (384, 512, and 640px)",
      "comment_count": 0,
      "views": 0,
      "votes": 12
    },
    {
      "id": 245009,
      "title": "SSD doesn't work.. can you help me?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 244936,
      "title": "how to install detectron2 offline?",
      "comment_count": 7,
      "views": 0,
      "votes": 2
    },
    {
      "id": 244126,
      "title": "Up to 75 studies in public test have multiple labels",
      "comment_count": 16,
      "views": 0,
      "votes": 12
    },
    {
      "id": 244607,
      "title": "Code Competition - Local Training Allowed?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 243695,
      "title": "💯How to install Detectron2 offline?",
      "comment_count": 13,
      "views": 0,
      "votes": 1
    },
    {
      "id": 245225,
      "title": "Papers on detection of covid 19  ",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 242500,
      "title": "how do i read dcm-file",
      "comment_count": 16,
      "views": 0,
      "votes": 4
    },
    {
      "id": 245207,
      "title": "Submission File Throwing an Error",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 245109,
      "title": "Question about abnormal object detection.",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 244719,
      "title": "evaluation formula (Ask the organizer)",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 245048,
      "title": " 1214 or 1174 directories?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 243273,
      "title": "How To Predict The Correct Image To Perform Object Detection On [Sometimes]",
      "comment_count": 4,
      "views": 0,
      "votes": 18
    },
    {
      "id": 243112,
      "title": "Any news on the major bug of the competition?",
      "comment_count": 15,
      "views": 0,
      "votes": 13
    },
    {
      "id": 242628,
      "title": "About image resizing",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 244334,
      "title": "Annotations covering whole Lung",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 244852,
      "title": "Images missing in train data?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 244558,
      "title": "Data repair?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 244832,
      "title": "Is there any x_min etc that's negative?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 240069,
      "title": "No BBox info but \"Negative for Pneumonia\"==0 images",
      "comment_count": 16,
      "views": 0,
      "votes": 9
    },
    {
      "id": 244094,
      "title": "No private sharing outside team <-> Team merge",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 244808,
      "title": "bounding box- can somebody explain EACH number?  ",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 244377,
      "title": "How to use dicom image with CNN",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 243689,
      "title": "Installing detectron2 offline",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 244349,
      "title": "how do i make datasets?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 244358,
      "title": "deep neural network getting timed out",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 244393,
      "title": "Clarifications about the competition",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 244579,
      "title": "Using ImageDataGenerator ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 244189,
      "title": "Predictions Related Confusion : Image Bounding Box and Classes vs Study",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 244135,
      "title": "3 days of submissions to find the error",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 243877,
      "title": "Data Set - SIIM-FISABIO-RSNA COVID-19 Detection",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 244477,
      "title": "Bug of image level predictions in LB",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 244073,
      "title": "Interesting research papers  found on web",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 244282,
      "title": "About code requirements",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 244105,
      "title": "Beginner Help",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 240522,
      "title": "Do we need to predict a study level and a image level output for every ID?",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 242606,
      "title": "Highly Imbalanced Class Samples",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 240513,
      "title": "A Question about Selecting Submissions",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 244192,
      "title": "how do Image Level evaluation",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 242741,
      "title": "A notebook on manually applying a VOI LUT",
      "comment_count": 18,
      "views": 0,
      "votes": 3
    },
    {
      "id": 241238,
      "title": "please clarify my understanding of this competition",
      "comment_count": 23,
      "views": 0,
      "votes": 10
    },
    {
      "id": 242485,
      "title": "SSD is fit?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 243944,
      "title": "There are two directories include multi-image.",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 243330,
      "title": "not able to download all files in google colaboratory",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 243575,
      "title": "Compete and Learn",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 240350,
      "title": "[Train] FasterRCNN for Starter",
      "comment_count": 2,
      "views": 0,
      "votes": 10
    },
    {
      "id": 243530,
      "title": "no module named _gdcmswig error in google colab",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 243225,
      "title": "Evaluation Metric Function (Mean Average Precision/Recall)",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 242696,
      "title": "how to use images without bounding boxes?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 239897,
      "title": "Are diverse demographics and ethnicities represented in the data?",
      "comment_count": 14,
      "views": 0,
      "votes": 31
    },
    {
      "id": 242945,
      "title": "Can one image, with multiple BBs, have more than one label?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 242706,
      "title": "Study Level Images & Single images",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 242866,
      "title": "How to deal with NaN data in this case?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 240411,
      "title": "Missing studies from Kaggle API download",
      "comment_count": 19,
      "views": 0,
      "votes": 23
    },
    {
      "id": 240128,
      "title": "Papers on COVID-19 abnormalities on chest radiographs",
      "comment_count": 5,
      "views": 0,
      "votes": 19
    },
    {
      "id": 242647,
      "title": "team formation",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 241511,
      "title": "Warning About Lost Pixel Data When Creating TFRecords",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 241807,
      "title": "Difference between Study and Image Levels ??",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 241447,
      "title": "Speed Up saving/resizing dicoms with joblib 🔥",
      "comment_count": 0,
      "views": 0,
      "votes": 14
    },
    {
      "id": 240512,
      "title": "What's the size of the hidden test set?",
      "comment_count": 7,
      "views": 0,
      "votes": 2
    },
    {
      "id": 241839,
      "title": "Submission is taking a long time to process",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 241517,
      "title": "are there any missing images?",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 241408,
      "title": "Why object detection?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 241620,
      "title": "installation of modules",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240289,
      "title": "A lot of duplicate images",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 241848,
      "title": "Why does a Study in test sets correspond to multiple labels?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 241967,
      "title": "unable to submit",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 241618,
      "title": "Bounding box and coordinates in labels mismatch",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 241975,
      "title": "Any use for Bit Plane slicing in CXR visualization?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 241915,
      "title": "How to get accumulated gradients without lowering the resolution using PyTorch?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 241401,
      "title": "by GoogleCloudPlatform team : Open-sourced code from New book (Practical Machine Learning for Computer Vision) ",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 241280,
      "title": "efficientnetv2 is out. anyone would try it?",
      "comment_count": 9,
      "views": 0,
      "votes": 3
    },
    {
      "id": 240695,
      "title": "Related papers on COVID-19 Detection from chest radiographs",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 240585,
      "title": "Question about External Dataset",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 241665,
      "title": "Easy way to convert .dcm to .jpg without image loss",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240441,
      "title": "Trying to understand the competition better",
      "comment_count": 2,
      "views": 0,
      "votes": 15
    },
    {
      "id": 240682,
      "title": "DIY: resized images **with** bounding boxes",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 240759,
      "title": "study string format",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 240639,
      "title": "AI + COVID-19 + chest radiographs: FAIL",
      "comment_count": 1,
      "views": 0,
      "votes": 11
    },
    {
      "id": 239883,
      "title": "Previous relevant competitions",
      "comment_count": 3,
      "views": 0,
      "votes": 37
    },
    {
      "id": 240709,
      "title": "Where can I analyse 119Gb of data?",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240645,
      "title": "Are all public LB images available in test folder [ignoring the current problem]?",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 240311,
      "title": "Few good notebooks to start",
      "comment_count": 1,
      "views": 0,
      "votes": 12
    },
    {
      "id": 240336,
      "title": "Is yolov5 allowed in this competition?",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 240398,
      "title": "[LB: 0.360] Starter YOLOv5(Image)+EfficientNet(Study)",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 241017,
      "title": "series instance",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240545,
      "title": "Covid-Net pretrained models on 16000 images ",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 240332,
      "title": "[Error] Submission Scoring Error & Question for submission format",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 240368,
      "title": "Comprehensive List of Past Kaggle Competitions for Images",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 240945,
      "title": "1st Class(\"Negetive for Pnemonia\") doesn't have any label.",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240838,
      "title": "Published Researches - COVID-19 Chest X-Ray Detection with Deep Learning",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 240030,
      "title": "Object Detection Research Papers, A thread....",
      "comment_count": 1,
      "views": 0,
      "votes": 15
    },
    {
      "id": 240460,
      "title": "Eligibility for Student Team Prize",
      "comment_count": 14,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240541,
      "title": "ways to handle such large data. If i don't have a lot of computational resources",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 240253,
      "title": "How to input such large image to a CNN ?",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 240034,
      "title": "[Compilation] Useful Resources",
      "comment_count": 0,
      "views": 0,
      "votes": 13
    },
    {
      "id": 240425,
      "title": "Is Image-Level Labels are okay for Private-Public Data?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 240498,
      "title": "Understanding of the study level labels",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 239957,
      "title": "Research Papers that can be helpful ",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 240276,
      "title": "Recent Research Papers in Covid-19 Chest X Ray Detection with code",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 239913,
      "title": "Github repositories dedicated to COVID-19",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 240111,
      "title": "Useful Git-Hub Page",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 240160,
      "title": "Why this will be one of the most impactful Kaggle Competition ?",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 240283,
      "title": "Research Papers with Model Benchmarks",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 240284,
      "title": "Dataset have some problems?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240169,
      "title": "I am below 18. Do i need Parental Consent and Sponsor Consent",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 239938,
      "title": "Compute power would be a major factor here",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 240061,
      "title": "Monochrome issue while converting DICOM to Numpy Array",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 240046,
      "title": "Question about none, negative, no finding",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240378,
      "title": "I think this competition is similar to RANZCR CLiP",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240256,
      "title": "will you use PyTorch?",
      "comment_count": 9,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240074,
      "title": "Multiple Image Study Annotations",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240033,
      "title": "About test data",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240152,
      "title": "predicting unusual co-relation of typhoid and covid?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 239986,
      "title": "how many total entries chances?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 240243,
      "title": "A lateral view of the chest",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 240356,
      "title": "challenge problem",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240094,
      "title": "Metadata from .dcm files",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 239992,
      "title": "Path to image",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240139,
      "title": "Good Preprocessing schemes",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240195,
      "title": "SAS(Statistical Analysis System)",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 240157,
      "title": "Looking for team",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 239956,
      "title": "Who will be the champion?",
      "comment_count": 2,
      "views": 0,
      "votes": -7
    }
  ],
  "errors": []
}