{
  "total": 216,
  "topics": [
    {
      "id": 566317,
      "title": "Competition Datasets and Results now available on the cryoET Data Portal!",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 569447,
      "title": "Register for the Webinar for CryoET Object Identification Workshop!",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 566085,
      "title": "⌛ Last chance to share your thoughts in feedback survey!",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 561610,
      "title": "Recap of Competition - Congratulations to the Winners!",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 544702,
      "title": "Welcome to the CryoET Object Identification Challenge!",
      "comment_count": 48,
      "views": 0,
      "votes": 55
    },
    {
      "id": 544731,
      "title": "This Competition has an Official Discord Channel",
      "comment_count": 1,
      "views": 0,
      "votes": 16
    },
    {
      "id": 544729,
      "title": "Get Started Here",
      "comment_count": 1,
      "views": 0,
      "votes": 10
    },
    {
      "id": 561447,
      "title": "7th place solution [3D-UNet with gaussian heatmaps]",
      "comment_count": 4,
      "views": 0,
      "votes": 28
    },
    {
      "id": 571276,
      "title": "Looking for Official Test Scoring Script",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 561510,
      "title": "1st place solution [segmentation with partly U-NET and ensembling part]",
      "comment_count": 35,
      "views": 0,
      "votes": 103
    },
    {
      "id": 561844,
      "title": "10th place solution",
      "comment_count": 5,
      "views": 0,
      "votes": 15
    },
    {
      "id": 561422,
      "title": "13th Place Solution - w/ Cutpaste",
      "comment_count": 6,
      "views": 0,
      "votes": 23
    },
    {
      "id": 561402,
      "title": "33 place solution",
      "comment_count": 12,
      "views": 0,
      "votes": 19
    },
    {
      "id": 563862,
      "title": "Summary of solutions (1~43)",
      "comment_count": 4,
      "views": 0,
      "votes": 30
    },
    {
      "id": 562685,
      "title": "We would really like to hear your feedback in a short survey!",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 561417,
      "title": "3rd Place Solution",
      "comment_count": 32,
      "views": 0,
      "votes": 53
    },
    {
      "id": 563316,
      "title": "77th Place Solution & Late Submission (Single Model Focus)",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 561440,
      "title": "1st place solution [Object Detection Part] +Train Code +Inference +Models released",
      "comment_count": 23,
      "views": 0,
      "votes": 117
    },
    {
      "id": 561837,
      "title": "11th place solution: batch normalization and 2D post-filtering",
      "comment_count": 3,
      "views": 0,
      "votes": 19
    },
    {
      "id": 561568,
      "title": "2nd Place Solution",
      "comment_count": 11,
      "views": 0,
      "votes": 44
    },
    {
      "id": 561518,
      "title": "6th Place Solution",
      "comment_count": 5,
      "views": 0,
      "votes": 24
    },
    {
      "id": 561515,
      "title": "8th Place Solution for the CZII - CryoET Object Identification Competition + Code Released",
      "comment_count": 31,
      "views": 0,
      "votes": 27
    },
    {
      "id": 561431,
      "title": "9th place solution",
      "comment_count": 3,
      "views": 0,
      "votes": 51
    },
    {
      "id": 561600,
      "title": "[Action Requested] Share your feedback in 10-minute survey!",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 561433,
      "title": "Viewing the leaderboard and churn",
      "comment_count": 8,
      "views": 0,
      "votes": 28
    },
    {
      "id": 561401,
      "title": "4th Place Solution [Source Codes & Submission Notebook Released!]",
      "comment_count": 16,
      "views": 0,
      "votes": 68
    },
    {
      "id": 561709,
      "title": "95th Place Solution for the CZII - CryoET Object Identification Competition",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 561607,
      "title": "12th place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 20
    },
    {
      "id": 561580,
      "title": "5th Place Solution",
      "comment_count": 2,
      "views": 0,
      "votes": 21
    },
    {
      "id": 561677,
      "title": "32nd Solution",
      "comment_count": 0,
      "views": 0,
      "votes": 20
    },
    {
      "id": 561957,
      "title": "43rd solution: using the MedNext fork WMCSFB",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 561878,
      "title": "98th place solution",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 561444,
      "title": "22nd Place Solution",
      "comment_count": 1,
      "views": 0,
      "votes": 18
    },
    {
      "id": 561405,
      "title": "62th Solution: 5.19 MB ResNet18 2D to 3D UNet , 0.740/0.735",
      "comment_count": 3,
      "views": 0,
      "votes": 17
    },
    {
      "id": 561483,
      "title": "26th Solution - 3D UNet + CCL with Morphological Post Processing + Custom Loss Function",
      "comment_count": 3,
      "views": 0,
      "votes": 15
    },
    {
      "id": 561416,
      "title": "[88th place solution] How a beginner just barely won a medal",
      "comment_count": 2,
      "views": 0,
      "votes": 18
    },
    {
      "id": 561722,
      "title": "All solutions in one place",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 561608,
      "title": "79th placed solution [2 Stage Process]",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 561620,
      "title": "23rd place solution",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 561414,
      "title": "35th place solution [2D + 3D + YOLO]",
      "comment_count": 2,
      "views": 0,
      "votes": 12
    },
    {
      "id": 561571,
      "title": "If this competition got you interested in electron microscopy or biology, then...",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 561381,
      "title": "Appreciation Post",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 561349,
      "title": "Submission Before Deadline",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 561056,
      "title": "Great Learning - Thanks!",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 560269,
      "title": "Seeking Assistance",
      "comment_count": 12,
      "views": 0,
      "votes": 5
    },
    {
      "id": 561089,
      "title": "more GPU hours ",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 561109,
      "title": "Help - Generating Synthetic data from polnet",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 561028,
      "title": "saving version fails",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 561012,
      "title": "Submission ended but not scored",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 559571,
      "title": "License of yolo",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 560413,
      "title": "Notebook Out of Disk ",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 560101,
      "title": "Significant differences in LB",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 560105,
      "title": "yolo models is not acceptable?!!!",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 560111,
      "title": "Hidden test run time",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 559863,
      "title": "About making u-net model",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 560286,
      "title": "Clarification on Synthetic Dataset for Noise2Noise Training",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 556741,
      "title": "How to reduce runtime?",
      "comment_count": 14,
      "views": 0,
      "votes": null
    },
    {
      "id": 560056,
      "title": "[Submission Issue] Unable to submit submission.csv to competition",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 559673,
      "title": "distance_multiplier in the competition metric?",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 559814,
      "title": "Unhandled Error in Notebook During Code Rerun – Debugging Tips Needed",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 559740,
      "title": "Csv not found in submission ",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 559649,
      "title": "Training of 3DUNET using synthetic data",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 559690,
      "title": "About making Unet datasets with 10441 datasets",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 559534,
      "title": "F-beta Metric + CCA Incorporated into Baseline Notebook",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 558051,
      "title": "Very Awkward Data Visualizations",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 557506,
      "title": "CV vs LB: precision and recall comparison",
      "comment_count": 15,
      "views": 0,
      "votes": 22
    },
    {
      "id": 557839,
      "title": "Synthetic data and original data",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 556955,
      "title": "Is F-Beta a good metric?",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 555670,
      "title": "Single Model vs. Ensemble/TTA Output",
      "comment_count": 11,
      "views": 0,
      "votes": 13
    },
    {
      "id": 556561,
      "title": "Converting PyTorch Checkpoints to TensorRT Models",
      "comment_count": 16,
      "views": 0,
      "votes": 23
    },
    {
      "id": 558182,
      "title": "Out-of-Memory Error, HELP!",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 557937,
      "title": "I can't turn off the internet on my notebook",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 558068,
      "title": "Issues with downloading Synthetic Data",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 556420,
      "title": "False positive thyroglobulin detection",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 557959,
      "title": "The evaluation has been ongoing without any results.",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 556962,
      "title": "3D Visualization of 6 Particle Types in TS_5_4",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 557492,
      "title": "Failed submission",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 557003,
      "title": "how to do preprocessing",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 556103,
      "title": "Does anyone have results with the 10441 external dataset works?",
      "comment_count": 12,
      "views": 0,
      "votes": 6
    },
    {
      "id": 556265,
      "title": "Thyroglobulin Structure",
      "comment_count": 1,
      "views": 0,
      "votes": 15
    },
    {
      "id": 554815,
      "title": "Train vs test set difference (statistical analysis)",
      "comment_count": 20,
      "views": 0,
      "votes": 26
    },
    {
      "id": 556814,
      "title": "I have two problems confusing me. Could someone please help me?",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 556458,
      "title": "I don't know if this will help, but I thought I'd share",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 556790,
      "title": "what is relationship these datasets?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 556150,
      "title": "Challenges in Identifying Thyroglobulin and β-Galactosidase",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 556807,
      "title": "Now I realized that it suddenly performance to 0.0000, which is what people are talking about...",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 555247,
      "title": "Has Anyone Been Successful With Anything But Denoised Data?",
      "comment_count": 16,
      "views": 0,
      "votes": 15
    },
    {
      "id": 556623,
      "title": "Why are the zarr keys strings when run on local computer?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 556249,
      "title": " \"Differential cell counts using center-point networks\" - anybody had any luck implementing loss function?",
      "comment_count": 10,
      "views": 0,
      "votes": null
    },
    {
      "id": 556453,
      "title": "the loss does not decrease",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 556057,
      "title": "Should the maximum value of x,y coordinate to be 629 (instead of 630)?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 555849,
      "title": "SegResNet distributed model training and animated visualization of tomography images.",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 549744,
      "title": "A note on an image transformation operation that may or may not improve model performance",
      "comment_count": 6,
      "views": 0,
      "votes": 26
    },
    {
      "id": 555808,
      "title": "Denoising and Raw WBP Tomos",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 555255,
      "title": "Training UNET vs Resnet based architecture differences",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 551740,
      "title": "Overfitting or Something Else [Solved?]",
      "comment_count": 26,
      "views": 0,
      "votes": 10
    },
    {
      "id": 545221,
      "title": "[lb0.748] experiment resuts on cyroET foundation model build with synthetic data",
      "comment_count": 67,
      "views": 0,
      "votes": 81
    },
    {
      "id": 555389,
      "title": "Success with different masking methods?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 555151,
      "title": "what is the best pipline tu compute cv for yolo models?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 554755,
      "title": "A related work about Efficient Segmentation of CryoET using ViT based model from Stanford University ",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 553126,
      "title": "Origin of the Grid is Actually the Center of the First Pixel (Not the Corner)",
      "comment_count": 6,
      "views": 0,
      "votes": 37
    },
    {
      "id": 554106,
      "title": "Black spots near z = 35",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 554378,
      "title": "\"Submission CSV Not Found\" error experienced for all 500 samples, but scoring passes for 10 samples",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 553602,
      "title": "Additional realworld CryoET dataset: CryoPPP",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 553730,
      "title": "Generating data splits using Kolmogorov-Smirnov test",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 553886,
      "title": "If you are familiar with ddp training in pytorch lightning, then help me.",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 554252,
      "title": "Notebook Exception when using `dict_to_df` function",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 553643,
      "title": "memory exceeded, help !!",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 544958,
      "title": "Issue in .json file",
      "comment_count": 8,
      "views": 0,
      "votes": 3
    },
    {
      "id": 553041,
      "title": "How to find a good correlation between CV and LB?",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 552479,
      "title": "Debugging submission error: Out of memory",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 553388,
      "title": "Postprocessing Question - getting 3D points from 3D segmentation mask",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 549715,
      "title": "How to learn the most from this competition ?",
      "comment_count": 9,
      "views": 0,
      "votes": 8
    },
    {
      "id": 553461,
      "title": "notebook timeout",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 553189,
      "title": "Visualization training zarr data by itkwidgets in Colab (cannot Kaggle notebook)",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 553154,
      "title": "How to extract 2D images from the given sample format ?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 553217,
      "title": "error about tpu",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 549531,
      "title": "What's your CV-LB combination?",
      "comment_count": 31,
      "views": 0,
      "votes": 12
    },
    {
      "id": 547350,
      "title": "if you are stuck below the benchmark.csv, read this!",
      "comment_count": 34,
      "views": 0,
      "votes": 98
    },
    {
      "id": 552631,
      "title": "[Solved] 2D UNet having CV=0, Is this expected? How should I debug?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 551531,
      "title": "How to get pdb_id and radius for config blob?",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 552177,
      "title": "Does anyone know about the absolute size/diameter of the target molecules?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 544739,
      "title": "Starting materials and references",
      "comment_count": 12,
      "views": 0,
      "votes": 39
    },
    {
      "id": 551619,
      "title": "No Internet Submission",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 545006,
      "title": "Importing Zarr Into a Competition Notebook",
      "comment_count": 7,
      "views": 0,
      "votes": 8
    },
    {
      "id": 551889,
      "title": "About test dastaset",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 552363,
      "title": "NotAble to Find the KDBall Tree implementation",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 552131,
      "title": "How can I view image files, friends?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 550674,
      "title": "Ensemble Tips?",
      "comment_count": 16,
      "views": 0,
      "votes": 4
    },
    {
      "id": 551814,
      "title": "Error using Copick get_picks function",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 551222,
      "title": "For those interested in using the DS-10441 simulated data for training (with CoPick for data management)",
      "comment_count": 0,
      "views": 0,
      "votes": 15
    },
    {
      "id": 551725,
      "title": "Weird debugging situation",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 551482,
      "title": "How to enable Callback in YOLO",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 550816,
      "title": "What is causing the error in the submission file?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 551447,
      "title": "Questions about submission time limit?",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 545742,
      "title": "Image Deformation Along the Z-Axis",
      "comment_count": 18,
      "views": 0,
      "votes": 10
    },
    {
      "id": 545381,
      "title": "[solved] is it strange that submitted score is almost zero while local cv is in the range of 0.35 to 0.75?",
      "comment_count": 45,
      "views": 0,
      "votes": 38
    },
    {
      "id": 550656,
      "title": "Questions on data preprocessing methods",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 551082,
      "title": "Doubt in Config_blob",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 550708,
      "title": "If Your CV Score is Way Off Your LB Score...",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 544895,
      "title": "Some issues need to be clarified",
      "comment_count": 39,
      "views": 0,
      "votes": 26
    },
    {
      "id": 550481,
      "title": "How/what to load from 10441 data",
      "comment_count": 12,
      "views": 0,
      "votes": 3
    },
    {
      "id": 549750,
      "title": "CZII CryoET - SAM2.1 ROI Generate High Quality Masks",
      "comment_count": 8,
      "views": 0,
      "votes": 16
    },
    {
      "id": 550742,
      "title": "Anyone who try DETR based model?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 550323,
      "title": "Problem for model",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 549628,
      "title": "3d Reconstruction of Cell Scans in Blender",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 550024,
      "title": "Simulated Data Dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 544781,
      "title": "Cryogenic Electron Tomography (cryoET)",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 550219,
      "title": "Issue with Installing Packages on Kaggle Server (clicking SAVE)",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 549615,
      "title": "UNet Model Output",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 549936,
      "title": "Where is located the test data for submission ?",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 549742,
      "title": "Generating mask",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 550030,
      "title": "How to use the additional 27 data points",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 544867,
      "title": "7 Training Samples / 500 Test Samples / 27 Extra Training Samples [Dataset] - How to trust CV with 7 samples? ",
      "comment_count": 6,
      "views": 0,
      "votes": 16
    },
    {
      "id": 548053,
      "title": "CZII CryoET: 630x630 PNG Dataset 8/16bit",
      "comment_count": 9,
      "views": 0,
      "votes": 15
    },
    {
      "id": 549438,
      "title": "Identical Submissions Getting Such Different Scores",
      "comment_count": 9,
      "views": 0,
      "votes": null
    },
    {
      "id": 547752,
      "title": "Train Data and LB ",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 549003,
      "title": "How to design a good Validation?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 549645,
      "title": "Does ChatGPT help with coding for this competition?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 547890,
      "title": "How to retrieve the targets correctly?",
      "comment_count": 16,
      "views": 0,
      "votes": 8
    },
    {
      "id": 549271,
      "title": "About the metric, CV vs LB - Bug Fixed",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 547091,
      "title": "Particles Overlapping",
      "comment_count": 11,
      "views": 0,
      "votes": 12
    },
    {
      "id": 548224,
      "title": "is this a wrong label?",
      "comment_count": 3,
      "views": 0,
      "votes": 10
    },
    {
      "id": 547877,
      "title": "why don't we build a CNN model with 8 or 9 layers ",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 547799,
      "title": "Naming Conventions",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 548253,
      "title": "How to install zarr package for offline submission",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 548073,
      "title": "Notebook timeout after 12h",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 548359,
      "title": "Anyone using Pretrained models?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 548543,
      "title": "a Question about Establishing “ground truth” labels",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 548210,
      "title": "Data Processing and Nornalization",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 547044,
      "title": "Very long submission time. 6+ hours and still scoring",
      "comment_count": 23,
      "views": 0,
      "votes": 7
    },
    {
      "id": 546453,
      "title": "New cool 3D particle visualisation notebook... But there's a catch",
      "comment_count": 3,
      "views": 0,
      "votes": 21
    },
    {
      "id": 547364,
      "title": "Papers to read about tomograph segmentation",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 547316,
      "title": "FYI: Set different behaviour in submission runs",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 547291,
      "title": "TTA Question",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 547528,
      "title": "How to convert labels with particle centroids to tensor of probabilities?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 546908,
      "title": "Rescore under way - COMPLETE",
      "comment_count": 3,
      "views": 0,
      "votes": 12
    },
    {
      "id": 546228,
      "title": "Updating the Hidden Test Set - COMPLETED",
      "comment_count": 11,
      "views": 0,
      "votes": 26
    },
    {
      "id": 546765,
      "title": "How to create training code？",
      "comment_count": 11,
      "views": 0,
      "votes": 1
    },
    {
      "id": 547518,
      "title": "Training and Testing folders have identical file/data?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 546750,
      "title": "Test Set Data Appears Empty - Image Extraction Problem",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 547327,
      "title": "i cant submit my csv file",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 546652,
      "title": "0.997 - Wow!!!",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 546843,
      "title": "Level of complexity for different particles ",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 547013,
      "title": "Overview of Denoised, IsoNet Corrected, CTF Deconvolved, and Weighted Back Projection",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 545011,
      "title": "Generating Masks?",
      "comment_count": 14,
      "views": 0,
      "votes": 8
    },
    {
      "id": 546556,
      "title": "Help with staying in GPU memory during hyperparameter optimization",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 547063,
      "title": "Synthetic Data",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 546195,
      "title": "understanding of data?",
      "comment_count": 10,
      "views": 0,
      "votes": 6
    },
    {
      "id": 545131,
      "title": "biological relevance of x-y-z positions?",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 547095,
      "title": "Issue using package manager",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 546559,
      "title": "All reruns complete with the updated test dataset",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 545640,
      "title": "Looking for team mates",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 546329,
      "title": "Diagnostic Visualization Tool",
      "comment_count": 2,
      "views": 0,
      "votes": 12
    },
    {
      "id": 546892,
      "title": "id column on submission.csv",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 546417,
      "title": "Can we assume fully assambled ribosomes?",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 546466,
      "title": "private data..",
      "comment_count": 7,
      "views": 0,
      "votes": 2
    },
    {
      "id": 546464,
      "title": "Data Inconsistency ",
      "comment_count": 3,
      "views": 0,
      "votes": 0
    },
    {
      "id": 545799,
      "title": "Why is it difficult to outscore benchmark results?",
      "comment_count": 9,
      "views": 0,
      "votes": 7
    },
    {
      "id": 546361,
      "title": "Submissions fail without error",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 544740,
      "title": "Relevant reading materials ",
      "comment_count": 1,
      "views": 0,
      "votes": 34
    },
    {
      "id": 546589,
      "title": "public data..",
      "comment_count": 0,
      "views": 0,
      "votes": -2
    },
    {
      "id": 546307,
      "title": "Revolution change coordinates?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 546294,
      "title": "How to download and upload the packages?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 546227,
      "title": "Clarification on Particle Position Labeling and Coordinate Standardization in the Test Set",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 545973,
      "title": "Submission Fails Due to Missing Modules",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 545734,
      "title": "Very new to everything - Just exploring - But I wondered about this....",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 545570,
      "title": "all questions on using PolNet-simulated data (portal dataset ID: 10441)",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 545970,
      "title": "Competition Data Questions",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 544750,
      "title": "F-beta vs. F1 Score",
      "comment_count": 1,
      "views": 0,
      "votes": 20
    },
    {
      "id": 544825,
      "title": "Glossary - Important Terms",
      "comment_count": 0,
      "views": 0,
      "votes": 17
    },
    {
      "id": 544788,
      "title": "OME-NGFF. Zarr data format. ome-zarr-py",
      "comment_count": 0,
      "views": 0,
      "votes": 19
    },
    {
      "id": 545069,
      "title": "Resolution-Dependent Evaluation of Image Preprocessing Techniques Canny Edge Detection, Gaussian Blur, Median Filter, and Non-Local Means",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 545175,
      "title": "Why Prioritizing Recall Matters in F-beta Scoring for Particle Detection",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 545427,
      "title": "How to submit?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 544826,
      "title": "Looking for Teammates for cryoET Challenge!",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    }
  ],
  "errors": []
}