{
  "total": 292,
  "topics": [
    {
      "id": 96960,
      "title": "Welcome!",
      "comment_count": 15,
      "views": 0,
      "votes": 6
    },
    {
      "id": 106260,
      "title": "UPDATE: Stage 2 has Started",
      "comment_count": 35,
      "views": 0,
      "votes": 16
    },
    {
      "id": 108583,
      "title": "Special Offer for the Top 50 Teams",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 106039,
      "title": "Join #CMIMI19 in Austin, TX",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 105377,
      "title": "Stage 1 ends on August 28th!",
      "comment_count": 54,
      "views": 0,
      "votes": 2
    },
    {
      "id": 98478,
      "title": "Dataset Update: Non-annotated instances/images",
      "comment_count": 12,
      "views": 0,
      "votes": 18
    },
    {
      "id": 97770,
      "title": "Official External Data Thread",
      "comment_count": 63,
      "views": 0,
      "votes": 14
    },
    {
      "id": 97054,
      "title": "We're so excited to be hosting this Kaggle competition!",
      "comment_count": 48,
      "views": 0,
      "votes": 58
    },
    {
      "id": 99231,
      "title": "Rescore Complete: Revision to One Mask per Image",
      "comment_count": 24,
      "views": 0,
      "votes": 33
    },
    {
      "id": 418928,
      "title": "mask_functions.py",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 355609,
      "title": "Mapping the images to annotations impossible?",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 107824,
      "title": "1st place solution (with code and configs)",
      "comment_count": 50,
      "views": 0,
      "votes": 176
    },
    {
      "id": 107981,
      "title": "The 3rd place solution ",
      "comment_count": 46,
      "views": 0,
      "votes": 123
    },
    {
      "id": 100085,
      "title": "train on kaggle, test segmentation on ChestX-ray14 dataset",
      "comment_count": 7,
      "views": 0,
      "votes": 6
    },
    {
      "id": 294763,
      "title": "Imbalanced data and IOU score is too high",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 107757,
      "title": "12th place solution: UNet with mask scoring head",
      "comment_count": 9,
      "views": 0,
      "votes": 36
    },
    {
      "id": 187399,
      "title": "Dataset license",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 100864,
      "title": "Lung segmentation Dataset of the training images by a radiologist",
      "comment_count": 7,
      "views": 0,
      "votes": 26
    },
    {
      "id": 108308,
      "title": "🏅Gold Medal Solutions 🏅",
      "comment_count": 8,
      "views": 0,
      "votes": 73
    },
    {
      "id": 97571,
      "title": "Kernel Plagiarism",
      "comment_count": 31,
      "views": 0,
      "votes": 55
    },
    {
      "id": 106859,
      "title": "Stage 2 test set png",
      "comment_count": 11,
      "views": 0,
      "votes": 12
    },
    {
      "id": 145964,
      "title": "Single-fold Model: 0.8563(privateLB)",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 100184,
      "title": "Tensorflow DICOM Operation",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 138446,
      "title": "Publishing Data Visualizations",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 118577,
      "title": "Very big difference between Public and Private Score",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 129201,
      "title": "How to find segmented binary image's object size like objects height,width,midpoint using python?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 102334,
      "title": "Easy Gradient Accumulation for Keras",
      "comment_count": 6,
      "views": 0,
      "votes": 14
    },
    {
      "id": 108009,
      "title": "2nd place solution",
      "comment_count": 28,
      "views": 0,
      "votes": 78
    },
    {
      "id": 97660,
      "title": "ResourceExhaustedError: OOM when allocating tensor",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97499,
      "title": "Anyone wants to form a X5 team?",
      "comment_count": 160,
      "views": 0,
      "votes": 50
    },
    {
      "id": 100391,
      "title": "Research Papers With Code for Medical Image Segmentation",
      "comment_count": 2,
      "views": 0,
      "votes": 10
    },
    {
      "id": 101429,
      "title": "some workable loss function",
      "comment_count": 34,
      "views": 0,
      "votes": 73
    },
    {
      "id": 114434,
      "title": "True labels of stage-2 test set?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 108397,
      "title": "4th place solution",
      "comment_count": 10,
      "views": 0,
      "votes": 55
    },
    {
      "id": 110071,
      "title": "Allow Permission to Still Download Data post-competition",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 107795,
      "title": "31st place solution - single fold 512x512 UNet EfficientNetB4",
      "comment_count": 6,
      "views": 0,
      "votes": 31
    },
    {
      "id": 107603,
      "title": "5th place solution && code updated",
      "comment_count": 54,
      "views": 0,
      "votes": 87
    },
    {
      "id": 108956,
      "title": "Winners Base Models",
      "comment_count": 1,
      "views": 0,
      "votes": 33
    },
    {
      "id": 107546,
      "title": "33 place solo model solution",
      "comment_count": 19,
      "views": 0,
      "votes": 35
    },
    {
      "id": 107872,
      "title": "7th place solution",
      "comment_count": 16,
      "views": 0,
      "votes": 33
    },
    {
      "id": 107717,
      "title": "My first bronze medal(128th place solution)",
      "comment_count": 28,
      "views": 0,
      "votes": 21
    },
    {
      "id": 107743,
      "title": "6th place solution",
      "comment_count": 5,
      "views": 0,
      "votes": 25
    },
    {
      "id": 107522,
      "title": "[8th place] Solution Overview + Code",
      "comment_count": 28,
      "views": 0,
      "votes": 61
    },
    {
      "id": 108060,
      "title": "9th place solution",
      "comment_count": 4,
      "views": 0,
      "votes": 21
    },
    {
      "id": 107687,
      "title": "[solution] 10-th place",
      "comment_count": 7,
      "views": 0,
      "votes": 37
    },
    {
      "id": 107580,
      "title": "My take a way from this competition ",
      "comment_count": 7,
      "views": 0,
      "votes": 18
    },
    {
      "id": 107666,
      "title": "19th place solution",
      "comment_count": 9,
      "views": 0,
      "votes": 22
    },
    {
      "id": 107518,
      "title": "11th place - [ods.ai] Dies irae - solution with code",
      "comment_count": 12,
      "views": 0,
      "votes": 62
    },
    {
      "id": 105451,
      "title": "Could I still get the permission for exporting data in this period?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 108099,
      "title": "Yay bronze!",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 107542,
      "title": "Why medal is based on 354 Teams only",
      "comment_count": 21,
      "views": 0,
      "votes": 15
    },
    {
      "id": 107525,
      "title": "image size - model - private score survey",
      "comment_count": 17,
      "views": 0,
      "votes": 10
    },
    {
      "id": 107715,
      "title": "The biggest drop on LB... ever",
      "comment_count": 10,
      "views": 0,
      "votes": 3
    },
    {
      "id": 107523,
      "title": "Yet another solution",
      "comment_count": 10,
      "views": 0,
      "votes": 18
    },
    {
      "id": 107559,
      "title": "Best LB with Kaggle kernel only?",
      "comment_count": 10,
      "views": 0,
      "votes": 2
    },
    {
      "id": 107585,
      "title": "Medals and number of participants",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 107544,
      "title": "classification rate only?",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 107630,
      "title": "[Cry here] The best sub you didn't use",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 107701,
      "title": "Go Goose...Now surely gone!!",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 107380,
      "title": "Medals Zone",
      "comment_count": 1,
      "views": 0,
      "votes": 10
    },
    {
      "id": 107100,
      "title": "my stage2-test results",
      "comment_count": 10,
      "views": 0,
      "votes": 3
    },
    {
      "id": 107560,
      "title": "How good are stage2 results",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 107346,
      "title": "Selecting Submissions PSA",
      "comment_count": 8,
      "views": 0,
      "votes": 3
    },
    {
      "id": 107214,
      "title": "What is \"Possible security issue during update request\"?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 107605,
      "title": "Error Generated whilst downloading: DICOM Store",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 107589,
      "title": "Final results approval",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 107575,
      "title": "Has anyone used mixed precision to train their models?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 107530,
      "title": "Does anyone know the proportion of positive class for stage 2 from one of the empty submissions? (NVM, can use late submission)",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 105930,
      "title": "FYI: pesudo labeling in salt identification challenge",
      "comment_count": 7,
      "views": 0,
      "votes": 24
    },
    {
      "id": 107498,
      "title": "Non-automatic",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 107077,
      "title": "Is TTA useful for multi-model merging?",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 107326,
      "title": "Getting IndexError whenever trying to plot figures",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 106539,
      "title": "Cannot fork our own kernels anymore?",
      "comment_count": 12,
      "views": 0,
      "votes": 5
    },
    {
      "id": 105417,
      "title": "new kaggler's confusion for 2 stage competition ",
      "comment_count": 8,
      "views": 0,
      "votes": 29
    },
    {
      "id": 106284,
      "title": "Stage 1 Progression & Screenshot & LB Dataset",
      "comment_count": 7,
      "views": 0,
      "votes": 11
    },
    {
      "id": 106374,
      "title": "Don't trust Stage 2 LB!",
      "comment_count": 7,
      "views": 0,
      "votes": 8
    },
    {
      "id": 106096,
      "title": "(not allowed) A non-Pneumothorax prediction method 0.98666 accurate?",
      "comment_count": 7,
      "views": 0,
      "votes": 9
    },
    {
      "id": 106244,
      "title": "Why phase 2?",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 106662,
      "title": "How is the final leaderboard calculated?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 105998,
      "title": "Go Goose!",
      "comment_count": 5,
      "views": 0,
      "votes": 8
    },
    {
      "id": 106696,
      "title": "Question...Where is the other 99 percent of the data?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 106537,
      "title": "No extra space before column name \"EncodedPixels\" ",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 106322,
      "title": "Where did my stage1 submissions go??",
      "comment_count": 9,
      "views": 0,
      "votes": 1
    },
    {
      "id": 105929,
      "title": "pytorch cannot reproduce submission",
      "comment_count": 8,
      "views": 0,
      "votes": 1
    },
    {
      "id": 105997,
      "title": "Will the stage-1 contribute to the final private LB?",
      "comment_count": 9,
      "views": 0,
      "votes": 4
    },
    {
      "id": 105907,
      "title": "CV vs LB",
      "comment_count": 10,
      "views": 0,
      "votes": 2
    },
    {
      "id": 106557,
      "title": "Return to innocence ",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 106382,
      "title": "Combine Old Train and Test set ",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 106353,
      "title": "Stage 2 data",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 105912,
      "title": "kernel commit error",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 106344,
      "title": "Stage 2 ",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 106048,
      "title": "Large model submission",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 106065,
      "title": "what is the purpose of uploading model",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 106465,
      "title": "Submission disappeared from the table",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 106470,
      "title": "Submission Error - Confirming Model Receipt After Stage 1",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 106417,
      "title": "Kaggle kernels issue",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 105755,
      "title": "[code is out]Gated-SCNN: Gated Shape CNNs for Semantic Segmentation",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 97203,
      "title": "FULL dataset.zip with different sizes (DICOM + MASK+ PNG + FHIR)",
      "comment_count": 16,
      "views": 0,
      "votes": 43
    },
    {
      "id": 105926,
      "title": "Error in committing",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 105947,
      "title": "Extension of Stage 1 Model Submission",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 105799,
      "title": "My template for kaggle competitions",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 105539,
      "title": "Can't finish training as planned using Kernel anymore (now we can't commit kernels)",
      "comment_count": 7,
      "views": 0,
      "votes": 9
    },
    {
      "id": 105374,
      "title": "Sharing best public scoring kernel",
      "comment_count": 8,
      "views": 0,
      "votes": 9
    },
    {
      "id": 104403,
      "title": "Anyone using \"Recitified Adam(Radams)\" for this competition?",
      "comment_count": 17,
      "views": 0,
      "votes": 8
    },
    {
      "id": 103984,
      "title": "How to ensemble?",
      "comment_count": 12,
      "views": 0,
      "votes": 4
    },
    {
      "id": 105357,
      "title": "Why not normalize the pixel spacing?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 105110,
      "title": "Best single model",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 104954,
      "title": "an idea to propagate kaggle label to nih images",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 105290,
      "title": "EMANet: worth trying?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 105094,
      "title": "Looking for a teammate(s)",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 105111,
      "title": "Anyone interested in teaming up?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 104178,
      "title": "Dice of testset larger than that of train/val set?",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 99489,
      "title": "how to win and my estimate of top score",
      "comment_count": 6,
      "views": 0,
      "votes": 26
    },
    {
      "id": 104870,
      "title": "emm....What should I include in my submitted model for stage2..",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 104906,
      "title": "Looking for a Teammate >=0.8730",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 104633,
      "title": "Identification of Pneumothorax with android phone.",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 100941,
      "title": "Mapping back to NIH Chest X-ray Dataset",
      "comment_count": 17,
      "views": 0,
      "votes": 16
    },
    {
      "id": 103001,
      "title": "Model for 1024 images performs worse than for 256 ",
      "comment_count": 15,
      "views": 0,
      "votes": 6
    },
    {
      "id": 104156,
      "title": "Looking for a teammate",
      "comment_count": 9,
      "views": 0,
      "votes": null
    },
    {
      "id": 104210,
      "title": "Why not to use ChestXray14",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 100736,
      "title": "Single model performance benchmark",
      "comment_count": 70,
      "views": 0,
      "votes": 24
    },
    {
      "id": 103981,
      "title": "TTA",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 104194,
      "title": "Pytorch implementation",
      "comment_count": 2,
      "views": 0,
      "votes": -2
    },
    {
      "id": 104114,
      "title": "Automatic Catheter and Tube Detection .....",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 98291,
      "title": "evaluation of pretrained CheXNet classifier on SIIM dataset",
      "comment_count": 6,
      "views": 0,
      "votes": 23
    },
    {
      "id": 100527,
      "title": "newbie question about two-stage competition?",
      "comment_count": 5,
      "views": 0,
      "votes": 6
    },
    {
      "id": 99440,
      "title": "How to reach 0.8440 with single model (0.835 after LB update)",
      "comment_count": 55,
      "views": 0,
      "votes": 103
    },
    {
      "id": 102482,
      "title": "Deep Learning Techniques for image segmentation",
      "comment_count": 7,
      "views": 0,
      "votes": 15
    },
    {
      "id": 103504,
      "title": "Looking for team",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 103497,
      "title": "Train loss is pretty bad",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 103321,
      "title": "Predict 1377 images or 1372 images?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 101797,
      "title": "a recipe for getting LB score 0.870",
      "comment_count": 5,
      "views": 0,
      "votes": 27
    },
    {
      "id": 102752,
      "title": "Internet For this competition",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 102988,
      "title": "use of competition dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 96964,
      "title": "download script does not work?",
      "comment_count": 23,
      "views": 0,
      "votes": 13
    },
    {
      "id": 99503,
      "title": "Be careful with BN when training with small batch",
      "comment_count": 4,
      "views": 0,
      "votes": 15
    },
    {
      "id": 102848,
      "title": "Trouble downloading the dataset images.",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 101430,
      "title": "correlation between tubes and pneumothorax",
      "comment_count": 5,
      "views": 0,
      "votes": 6
    },
    {
      "id": 99741,
      "title": "Encoder Decoder Issues",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 102109,
      "title": "Human performance for benchmarking",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 99472,
      "title": "Why my val loss decrease, but val dice don't improve",
      "comment_count": 22,
      "views": 0,
      "votes": 2
    },
    {
      "id": 97665,
      "title": "code: 403 permission denied while trying to fetch csv annotations <solved>",
      "comment_count": 9,
      "views": 0,
      "votes": null
    },
    {
      "id": 101544,
      "title": "i found mislabel train (and stage-1 test) images!!!",
      "comment_count": 17,
      "views": 0,
      "votes": 17
    },
    {
      "id": 102254,
      "title": "Please help FileNotFoundError: [Errno 2] No such file or directory: '../input/siim-acr-pneumothorax-segmentation/sample images",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 102217,
      "title": "Need a Team Mate",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 97711,
      "title": "Stage 2 | Model Upload | External Data",
      "comment_count": 16,
      "views": 0,
      "votes": 9
    },
    {
      "id": 102081,
      "title": "Team?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 101715,
      "title": "Potential Ways to Use Timestamp",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 97133,
      "title": "Where is the train annotations.csv file ?",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 100942,
      "title": "Some clarification and comments",
      "comment_count": 1,
      "views": 0,
      "votes": 16
    },
    {
      "id": 97365,
      "title": "Annotation process",
      "comment_count": 1,
      "views": 0,
      "votes": 12
    },
    {
      "id": 97296,
      "title": "Incorrect mask2rle implementation",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 98397,
      "title": "RLE definition doesn't match with rle2mask function",
      "comment_count": 6,
      "views": 0,
      "votes": 10
    },
    {
      "id": 101563,
      "title": "Training time thread",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 101664,
      "title": "Why my loss and dice not have any change?",
      "comment_count": 7,
      "views": 0,
      "votes": -4
    },
    {
      "id": 101638,
      "title": "GCP - You don't have permission to create an instance",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 100882,
      "title": "Teaming Up!!!",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 98747,
      "title": "[Old Do Not Use] Evaluation Metric in Code (Close Local - LB Scores)",
      "comment_count": 15,
      "views": 0,
      "votes": 26
    },
    {
      "id": 100383,
      "title": "i was trying to train on external data and i find leaks!!!!!",
      "comment_count": 8,
      "views": 0,
      "votes": 22
    },
    {
      "id": 101233,
      "title": "Anyone tried GAN for image segmentation ?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 101191,
      "title": "Ensembling Methods?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 100852,
      "title": "New semantic segmentation model: Gated Shape CNNs",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 100634,
      "title": "Augmentation Tier List",
      "comment_count": 2,
      "views": 0,
      "votes": 17
    },
    {
      "id": 99806,
      "title": "Pneumothorax, Pneumoperitoneum, Data Cleansing",
      "comment_count": 15,
      "views": 0,
      "votes": 57
    },
    {
      "id": 100533,
      "title": "Rotated Test Image",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 100182,
      "title": "False negative images",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 100732,
      "title": "Image duplicates + another leak",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 101019,
      "title": "What types of pneumothorax",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 98238,
      "title": "pixel spacing?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 100893,
      "title": "Efficient thresholding code that works with the new dice metric",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 100837,
      "title": "What visual features CNN should learn to detect pneumothorax?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 97061,
      "title": "Shared Google Drive with Datasets",
      "comment_count": 11,
      "views": 0,
      "votes": 49
    },
    {
      "id": 100812,
      "title": "Problems with FastAI UNet",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 99941,
      "title": "Maximum score on lb by training on 256x256?",
      "comment_count": 17,
      "views": 0,
      "votes": 4
    },
    {
      "id": 97279,
      "title": "[SIIM-ACR] Sharing Jpeg/JP2/DCM2 data for this competition",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 100744,
      "title": "Profiling",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 99355,
      "title": "Better masks for the training set = +0.04xxx",
      "comment_count": 11,
      "views": 0,
      "votes": 44
    },
    {
      "id": 96974,
      "title": "Understanding Pneumothorax ",
      "comment_count": 12,
      "views": 0,
      "votes": 55
    },
    {
      "id": 100398,
      "title": "Current dataset = subset of NIH ChestXray14 Dataset?!",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 99884,
      "title": "how to load this dataset in colab",
      "comment_count": 9,
      "views": 0,
      "votes": 5
    },
    {
      "id": 99992,
      "title": "Comparing CheXNet with Several Classic Neural Networks",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 99996,
      "title": "Chester the AI Radiology Assistant",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 97456,
      "title": "what do you want is my starter kit [ lb 0.8334 single mask ] ?",
      "comment_count": 32,
      "views": 0,
      "votes": 70
    },
    {
      "id": 98713,
      "title": "Losses for image segmentation",
      "comment_count": 21,
      "views": 0,
      "votes": 27
    },
    {
      "id": 100217,
      "title": "DICOM Loader tensorflow package",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 99514,
      "title": "some lung segmentation dataset",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 99743,
      "title": "[fastai] How to load model weights from another kernel output?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 99824,
      "title": "Anyone can help me?Thanks!",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 99814,
      "title": "How to debug nn in image segmentation ?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 99760,
      "title": "Extra input channels in pretrained models",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 98498,
      "title": "how to read a chest x-ray for pneumothorax",
      "comment_count": 8,
      "views": 0,
      "votes": 27
    },
    {
      "id": 98086,
      "title": "Why some of the masks not inside the lung area?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97518,
      "title": "baseline methods",
      "comment_count": 5,
      "views": 0,
      "votes": 33
    },
    {
      "id": 99657,
      "title": "ICYMI: Multiple Masks data leakage is out",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 99462,
      "title": "some results on public test  images",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 99187,
      "title": "What is your best single model? [LB=0.82+]",
      "comment_count": 8,
      "views": 0,
      "votes": 5
    },
    {
      "id": 99601,
      "title": "Dice Coefficient, handling mean inconsistency",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 99316,
      "title": "some LB probing tricks",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 97225,
      "title": "How is metric calculated?",
      "comment_count": 25,
      "views": 0,
      "votes": 45
    },
    {
      "id": 99372,
      "title": "Downloading the FHIR annotations Issues",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 97169,
      "title": "Radiologist available for team consultation",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 99274,
      "title": "Kernels medals problem",
      "comment_count": 2,
      "views": 0,
      "votes": -3
    },
    {
      "id": 99064,
      "title": "[Help] Unet outputs same as input image",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 99057,
      "title": "Is this competition of semantic segmentation/instance segmentation?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 98622,
      "title": "Why I think (pure) instance segmentation is a dead end",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 97922,
      "title": "Anyone want to team up?",
      "comment_count": 12,
      "views": 0,
      "votes": 2
    },
    {
      "id": 97543,
      "title": "GCP Credits Request Form",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 98995,
      "title": "How to download the masks from official source [solved]",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 98784,
      "title": "Are you using fulldata or mask only?",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 98171,
      "title": "Congratulations On Becoming the 1st 3x Grand Master!!",
      "comment_count": 12,
      "views": 0,
      "votes": 17
    },
    {
      "id": 97091,
      "title": "test images < sample submission?",
      "comment_count": 78,
      "views": 0,
      "votes": 25
    },
    {
      "id": 98073,
      "title": "use binary classification",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 97573,
      "title": "Image + Mask Augmentations",
      "comment_count": 17,
      "views": 0,
      "votes": 13
    },
    {
      "id": 97005,
      "title": "Forcing us to use GCP",
      "comment_count": 49,
      "views": 0,
      "votes": 97
    },
    {
      "id": 97349,
      "title": "Problem with sample_submission.csv",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 98596,
      "title": "Why there are 3 masks instead of 2?",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 97449,
      "title": "Are we waiting for something or this is it?",
      "comment_count": 7,
      "views": 0,
      "votes": 7
    },
    {
      "id": 98317,
      "title": "Small Bug in mask2rle",
      "comment_count": 1,
      "views": 0,
      "votes": 11
    },
    {
      "id": 98502,
      "title": "CheXNet-Keras",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97481,
      "title": "Original Sized DICOM and PNG Images + Labels",
      "comment_count": 4,
      "views": 0,
      "votes": 21
    },
    {
      "id": 98569,
      "title": "problems downloading datast",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 96992,
      "title": "Previous segmentation challenges",
      "comment_count": 7,
      "views": 0,
      "votes": 28
    },
    {
      "id": 98492,
      "title": "Memory error in CNN model fit",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 97198,
      "title": "Resources | Papers With (really good) Code",
      "comment_count": 1,
      "views": 0,
      "votes": 16
    },
    {
      "id": 98377,
      "title": "Training On External GPU",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 98401,
      "title": "Unet does not train properly,Please help",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 98213,
      "title": "Error with downloading kaggle labels",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 98201,
      "title": "Kernel issues, editing not possible anymore",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 96993,
      "title": "Discrepencies in data",
      "comment_count": 23,
      "views": 0,
      "votes": 27
    },
    {
      "id": 98077,
      "title": "Issue with mask2rle",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 97525,
      "title": "Bimodal distribution of mean pixel values per image?",
      "comment_count": 7,
      "views": 0,
      "votes": 6
    },
    {
      "id": 97043,
      "title": "What machine do I need?",
      "comment_count": 10,
      "views": 0,
      "votes": 3
    },
    {
      "id": 97408,
      "title": "Download data and do it locally",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 97551,
      "title": "Team up for the competition",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 97948,
      "title": "Can Binary Cross Entropy loss be negative ",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97888,
      "title": "Reduced image size for fast prototyping",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 98006,
      "title": "Mask2rle not working",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 97891,
      "title": "Tip: Don't forget to hardcode your random state",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 97332,
      "title": "Old sample submission with possible leakage",
      "comment_count": 6,
      "views": 0,
      "votes": 16
    },
    {
      "id": 97818,
      "title": "Where is train-rle.csv?",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 97104,
      "title": "Looking for a teammate to work on this project. ",
      "comment_count": 31,
      "views": 0,
      "votes": 8
    },
    {
      "id": 97119,
      "title": "Timestamp in file names ?",
      "comment_count": 6,
      "views": 0,
      "votes": 13
    },
    {
      "id": 97028,
      "title": "I don't have an international credit card",
      "comment_count": 4,
      "views": 0,
      "votes": 14
    },
    {
      "id": 97341,
      "title": "how to start with mask rcnn?",
      "comment_count": 5,
      "views": 0,
      "votes": 11
    },
    {
      "id": 97140,
      "title": "Request for resized dataset",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 97735,
      "title": "Is dice even the right metric?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97445,
      "title": "Duplicated entries in sample_submission.csv, is this a leak?",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 97666,
      "title": "A list of dicom viewers for all platforms",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 97025,
      "title": "Help in download",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 97454,
      "title": "NO GCP credits received",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 97474,
      "title": "Optimizing Dice is Harder than IoU",
      "comment_count": 9,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97803,
      "title": "two timestamps, which one is correct?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 97305,
      "title": "full dicom data + labels + png conversion",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 97743,
      "title": "Error downloading FHIR annotations",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 96990,
      "title": "Downloading the data",
      "comment_count": 11,
      "views": 0,
      "votes": 4
    },
    {
      "id": 97759,
      "title": "download_images.py was getting stuck, careful on folder location",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 97099,
      "title": "Has anybody used pretrained Unet?",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 97528,
      "title": "Past Threads Worth Reading For Loss Functions",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97050,
      "title": "Fun fact - It took 140 participants to get non 0.7886 score ",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 97480,
      "title": "Rescaled datasets",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 97450,
      "title": "Overlapping of masks?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 97034,
      "title": "More than one $300 coupon per team",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 97495,
      "title": "Help me understand the labels",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97373,
      "title": "while i am trying to plot the images with there masks using train-rle file i am getting an error saying that index 0 is out of bounds for axis 0 with size 0",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 97074,
      "title": "Youtube Video How to id a Pneumothorax",
      "comment_count": 1,
      "views": 0,
      "votes": 14
    },
    {
      "id": 96985,
      "title": "Pneumothorax not a disease?",
      "comment_count": 4,
      "views": 0,
      "votes": 11
    },
    {
      "id": 97208,
      "title": "Can anyone helpout in explaining the dataset folder structure?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 97407,
      "title": "why so many team has same score?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97513,
      "title": "Looking for team members!",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 96976,
      "title": "Can we use UNet++？",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 97128,
      "title": "Problems in training DICOM files",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 97280,
      "title": "Where should a beginner start",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 96987,
      "title": "Are we allowed to upload the data to be used in a public kernel?",
      "comment_count": 0,
      "views": 0,
      "votes": 18
    },
    {
      "id": 97426,
      "title": "where are the rle masks for training set present?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 97263,
      "title": "What about metadata- is it useful for training.",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97125,
      "title": "Duplicates in Annotation CSV",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 97195,
      "title": "what is masking of an image?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97088,
      "title": "Warning: File names are different from folders.",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 97343,
      "title": "while i am loading the dataset i am getting this error\"'Dataset' object has no attribute 'TransferSyntaxUID'\" please help!!",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 97129,
      "title": "Downloading Data",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 97284,
      "title": "Some image data could not be loaded?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97002,
      "title": "Problems in downloading data",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97116,
      "title": "Pneumothorax Team Mate Needed",
      "comment_count": 14,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97186,
      "title": "Looking for a team",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 97222,
      "title": "Dataset not found",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 97176,
      "title": "Why everyone is having same score ?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 97220,
      "title": "I don't have a crediit card",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 97217,
      "title": "In need of a team mate for this project",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 97052,
      "title": "Additional space in EncodedPixels column",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 97120,
      "title": "DCM to JPG/PNG on steroids",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 97102,
      "title": "Errors loading files ",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 97020,
      "title": "No private dataset / stage2?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    }
  ],
  "errors": []
}