{
  "total": 208,
  "topics": [
    {
      "id": 409421,
      "title": "Google I/O spot on PopSign and this competition",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 406557,
      "title": "Recap of Competition - Congratulations to the Winners!",
      "comment_count": 5,
      "views": 0,
      "votes": 6
    },
    {
      "id": 390033,
      "title": "ASL Kaggle Welcome",
      "comment_count": 27,
      "views": 0,
      "votes": 28
    },
    {
      "id": 390008,
      "title": "Hello from the TensorFlow Lite team!",
      "comment_count": 75,
      "views": 0,
      "votes": 26
    },
    {
      "id": 406270,
      "title": "Unable to pass variable length sequence in tf model ",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 406537,
      "title": "6th Place Solution - Transformer Tweaking Madness",
      "comment_count": 14,
      "views": 0,
      "votes": 49
    },
    {
      "id": 406306,
      "title": "2nd Place Solution | Google - Isolated Sign Language Recognition",
      "comment_count": 48,
      "views": 0,
      "votes": 118
    },
    {
      "id": 406684,
      "title": "1st place solution - 1DCNN combined with Transformer",
      "comment_count": 48,
      "views": 0,
      "votes": 191
    },
    {
      "id": 393062,
      "title": "Torch Preprocessing ≠ Tensorflow Preprocessing",
      "comment_count": 7,
      "views": 0,
      "votes": 7
    },
    {
      "id": 391265,
      "title": "[LB0.76 one fold !!!! ] my pytorch transformer experiment results",
      "comment_count": 180,
      "views": 0,
      "votes": 128
    },
    {
      "id": 406302,
      "title": "44th Place Silver - How To Improve Best Public Notebook",
      "comment_count": 41,
      "views": 0,
      "votes": 73
    },
    {
      "id": 406978,
      "title": "1st place code with reproducibility",
      "comment_count": 12,
      "views": 0,
      "votes": 72
    },
    {
      "id": 406568,
      "title": "3rd Place Solution",
      "comment_count": 5,
      "views": 0,
      "votes": 37
    },
    {
      "id": 406441,
      "title": "🥈18th Place Solution🥈 ",
      "comment_count": 11,
      "views": 0,
      "votes": 17
    },
    {
      "id": 406733,
      "title": "30th Place Solution - ChatGPT can be helpful for quick idea realization",
      "comment_count": 2,
      "views": 0,
      "votes": 22
    },
    {
      "id": 409885,
      "title": "PopSignAI (new!) Preview out - try it!",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 408144,
      "title": "Developing a Mobile App for Tunisian Sign Language Translation: Data Extraction and Model Training Challenges",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 406712,
      "title": "6th Place Code",
      "comment_count": 2,
      "views": 0,
      "votes": 15
    },
    {
      "id": 406673,
      "title": "4th place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 32
    },
    {
      "id": 406491,
      "title": "5th place solution with code",
      "comment_count": 1,
      "views": 0,
      "votes": 28
    },
    {
      "id": 407225,
      "title": "4th place codes",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 406657,
      "title": "11th place solution with code",
      "comment_count": 2,
      "views": 0,
      "votes": 18
    },
    {
      "id": 406659,
      "title": "26th place solution",
      "comment_count": 5,
      "views": 0,
      "votes": 8
    },
    {
      "id": 406378,
      "title": "Struggling to make a valid submission. What am I missing?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 406617,
      "title": "Synthesized 3D Hand Pose Dataset & Z-axis Prediction Model",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 406346,
      "title": "Solution - Single transformer without val dataset",
      "comment_count": 4,
      "views": 0,
      "votes": 9
    },
    {
      "id": 406411,
      "title": "8th place solution ... close but no cigar",
      "comment_count": 6,
      "views": 0,
      "votes": 29
    },
    {
      "id": 406356,
      "title": " 5x th place solutions (Silver) - Single model and hand made feature approach.(public : 0.84469)",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 406343,
      "title": "9th place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 26
    },
    {
      "id": 406300,
      "title": "12th place solution - MLP Based (Structured Keypoint Pooling network)",
      "comment_count": 2,
      "views": 0,
      "votes": 25
    },
    {
      "id": 406364,
      "title": "Why private test score is so high?",
      "comment_count": 18,
      "views": 0,
      "votes": 14
    },
    {
      "id": 406434,
      "title": "10th place solution",
      "comment_count": 3,
      "views": 0,
      "votes": 18
    },
    {
      "id": 406426,
      "title": "49th place silver solution ",
      "comment_count": 3,
      "views": 0,
      "votes": 15
    },
    {
      "id": 406469,
      "title": "👉👉[13𝒕𝒉]𝗜𝗻𝘁𝗲𝗿𝗲𝘀𝘁𝗶𝗻𝗴 𝗵𝗮𝗻𝗱𝗺𝗮𝗱𝗲 𝗳𝗲𝗮𝘁𝘂𝗿𝗲𝘀 𝘀𝗵𝗮𝗿𝗲👈👈🥈🤟",
      "comment_count": 1,
      "views": 0,
      "votes": 14
    },
    {
      "id": 406432,
      "title": "Congratulations to new Kaggle Competition GM!",
      "comment_count": 5,
      "views": 0,
      "votes": 15
    },
    {
      "id": 406301,
      "title": "14th place solution: publicly shared Transformer architecture was so strong!",
      "comment_count": 1,
      "views": 0,
      "votes": 20
    },
    {
      "id": 406122,
      "title": "Skeleton Based Action Recognition: A failed attempt",
      "comment_count": 2,
      "views": 0,
      "votes": 15
    },
    {
      "id": 406630,
      "title": "28th place solution - Using Arcface is not trivial.",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 406538,
      "title": "119th Place Solution: Transformer is much much better than GRU!",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 406354,
      "title": "Top 8% Bronze Medal Solution",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 406457,
      "title": "Model generalization and perfomance plateau",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 405736,
      "title": "Do not waste a lottery ticket!",
      "comment_count": 6,
      "views": 0,
      "votes": 13
    },
    {
      "id": 406315,
      "title": "Rotation matrices",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 405958,
      "title": "How to create a Kaggle Dataset from the Kaggle working directory",
      "comment_count": 7,
      "views": 0,
      "votes": 4
    },
    {
      "id": 406311,
      "title": "Has anybody tried pre-training the transformer?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 402545,
      "title": "Nobuco, - pytorch2tf conversion made easy.",
      "comment_count": 3,
      "views": 0,
      "votes": 7
    },
    {
      "id": 406501,
      "title": "Test data available?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 406255,
      "title": "Same model different score",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 405782,
      "title": "some ideas about this competition",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 402167,
      "title": "A Live Demo in the browser",
      "comment_count": 10,
      "views": 0,
      "votes": 27
    },
    {
      "id": 405628,
      "title": "May someone explain code submissions?",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 405539,
      "title": "Weird Submission scoring Error",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 405449,
      "title": "Unable to make a Submission",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 399822,
      "title": "External Data",
      "comment_count": 34,
      "views": 0,
      "votes": 2
    },
    {
      "id": 403647,
      "title": "Reminder: Call for papers for Special Session on Machine Learning Applied to Sign Language at ESANN 2023",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 403110,
      "title": "submission fail even if < 60min",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 403709,
      "title": "Data Video Resolution",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 403494,
      "title": "Dropout layer with variable rate in TensorFlow",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 403434,
      "title": "Quick pluggable TFLite pre-processing layer for GISLR",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 390510,
      "title": "Do the train and test videos come from the same data contributors?",
      "comment_count": 4,
      "views": 0,
      "votes": 12
    },
    {
      "id": 401729,
      "title": "Flip augment issue",
      "comment_count": 18,
      "views": 0,
      "votes": null
    },
    {
      "id": 403433,
      "title": "Overfitting Dilemma",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 403361,
      "title": "Model(x) and Model.predict(x) gives different results. why?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 403145,
      "title": "Separate Submission notebook ",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 401481,
      "title": "Very slow fitting (about 10 hours for 10 epochs",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 392942,
      "title": "The new Lion optimizer",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 402534,
      "title": "Submission Scoring Error: Your notebook generated a submission file with incorrect format.",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 402258,
      "title": "Inference time error and reduction",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 402609,
      "title": "Have you thought about using other methods like DTW and trying to add it together with the dataset?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 402533,
      "title": "Issue with converting Conv_2d layer at TFLite model (Solved)",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 402516,
      "title": "runtime memory (RAM) of ensemble model = one base model. is it possible in tflite?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 402505,
      "title": "Can we extend the tflite model to predict full sentences?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 402473,
      "title": "Convert TSIA models to tflite?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 401034,
      "title": "First public notebook using GCN archetecture",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 401924,
      "title": "How is the competition data normalized?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 398741,
      "title": "Model soup is not working here",
      "comment_count": 7,
      "views": 0,
      "votes": 6
    },
    {
      "id": 401883,
      "title": "CV vs Leaderboard",
      "comment_count": 6,
      "views": 0,
      "votes": 0
    },
    {
      "id": 393554,
      "title": "Metric constraints patch",
      "comment_count": 35,
      "views": 0,
      "votes": 30
    },
    {
      "id": 401831,
      "title": "submission time limit & submission error",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 401428,
      "title": "How will time limits be enforced on private LB?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 395425,
      "title": "Quantization leads to time out? ",
      "comment_count": 14,
      "views": 0,
      "votes": 4
    },
    {
      "id": 401202,
      "title": "Submission scoring error",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 401766,
      "title": "Help creating a tensoflow dataset from files",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 400323,
      "title": "🥽 Test your TFLite Model in Real-Time using your Webcam!",
      "comment_count": 1,
      "views": 0,
      "votes": 14
    },
    {
      "id": 401583,
      "title": "2+ hr submission still ongoing",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 396293,
      "title": "Path Signature Method for Landmark-based Recognition tasks",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 401155,
      "title": "Very simple tensorflow question (ChatGPT fails ... help please) ",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 392335,
      "title": "EDA: Handedness by participant ID",
      "comment_count": 8,
      "views": 0,
      "votes": 27
    },
    {
      "id": 393312,
      "title": "Submission scoring error",
      "comment_count": 8,
      "views": 0,
      "votes": 1
    },
    {
      "id": 400103,
      "title": "pytorch to tf to tflite conversion tf.Range issue",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 401200,
      "title": "why only models with size smaller than 20 MB passed",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 400381,
      "title": "Dropping \"The Z\"",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 400954,
      "title": "Same training script encountered both submission success and submission error",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 399904,
      "title": "👨‍💻 Compute Distance & Angle Based Features using Keras Custom Layers ",
      "comment_count": 8,
      "views": 0,
      "votes": 10
    },
    {
      "id": 391812,
      "title": "🗢 Lovely lips",
      "comment_count": 18,
      "views": 0,
      "votes": 45
    },
    {
      "id": 400408,
      "title": "Encouter too many Scoring Error",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 399696,
      "title": "yes, it is working on WLASL dataset",
      "comment_count": 13,
      "views": 0,
      "votes": 8
    },
    {
      "id": 400175,
      "title": "Preprocess inside or outside of the model?",
      "comment_count": 10,
      "views": 0,
      "votes": 2
    },
    {
      "id": 400551,
      "title": "pytorch to onnx conversion question",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 400203,
      "title": "how to deal with submission scoring error?",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 397433,
      "title": "Transformers vs Others",
      "comment_count": 13,
      "views": 0,
      "votes": 5
    },
    {
      "id": 399615,
      "title": "landmark corresponding to the eyes",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 399793,
      "title": "Are there signs using two hands?",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 390182,
      "title": "Converting Models to TensorFlow Lite",
      "comment_count": 3,
      "views": 0,
      "votes": 48
    },
    {
      "id": 399885,
      "title": "Are submissions stuck ?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 400163,
      "title": "shared visualization notebook [ISLR: Improved Landmarks Animation with selected landmark lists]",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 395380,
      "title": "Let's Merge All Landmarks!",
      "comment_count": 7,
      "views": 0,
      "votes": 34
    },
    {
      "id": 399653,
      "title": "How to use TPU VM",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 399162,
      "title": "tf.keras.layers.Conv2D and linear algebra compatibility confusion",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 399297,
      "title": "Basic Kaggle Question: Submission Names",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 398531,
      "title": "Submission fail",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 398825,
      "title": "What is the best way to read the parquet files and preprocess them",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 398275,
      "title": "I dont know if GPU is working",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 395868,
      "title": "[place holder] stable diffusion for extra data generation ",
      "comment_count": 5,
      "views": 0,
      "votes": 16
    },
    {
      "id": 398113,
      "title": "Doubt regarding how mediapipe landmarks were obtained",
      "comment_count": 7,
      "views": 0,
      "votes": 5
    },
    {
      "id": 397924,
      "title": "Filtering Spatial and Temporal Data for Optimum Performance 📈",
      "comment_count": 4,
      "views": 0,
      "votes": 10
    },
    {
      "id": 384895,
      "title": "New to Machine Learning or Kaggle?",
      "comment_count": 21,
      "views": 0,
      "votes": 10
    },
    {
      "id": 397417,
      "title": "Left hand vs right hand",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 390935,
      "title": "[Q&A] TFlite conversion (e.g. pytorch to tflite)",
      "comment_count": 39,
      "views": 0,
      "votes": 36
    },
    {
      "id": 395704,
      "title": "RNN-based vs algorithm-based approach",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 397977,
      "title": "how to use \"converter.representative_dataset\" ?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 396753,
      "title": "Interactive Dashboard to visualize ALL the training data per category!",
      "comment_count": 4,
      "views": 0,
      "votes": 29
    },
    {
      "id": 396211,
      "title": "Different scoring time",
      "comment_count": 10,
      "views": 0,
      "votes": 15
    },
    {
      "id": 398588,
      "title": "Need a team",
      "comment_count": 0,
      "views": 0,
      "votes": -4
    },
    {
      "id": 397275,
      "title": "Shuwa Gesture Toolkit",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 394371,
      "title": "How to make sub models larger than 100 mb",
      "comment_count": 8,
      "views": 0,
      "votes": 15
    },
    {
      "id": 397093,
      "title": "Is it possible to check the time taken for the submission after it is successfully completed?",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 396973,
      "title": "Padding during inference ",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 396235,
      "title": "Similar words / signs",
      "comment_count": 8,
      "views": 0,
      "votes": 10
    },
    {
      "id": 397470,
      "title": "Tentative solution",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 396721,
      "title": "Do dataset participants have 2 meters hand?",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 396980,
      "title": "inaccurate training data ",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 391674,
      "title": "Code Competition clarification",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 395885,
      "title": "tf.experimental.numpy ?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 395986,
      "title": "Smaller Dataset Size Request ",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 396267,
      "title": "Data size is huge",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 396314,
      "title": "Is there some way to check if all datasets in a notebook are available to other users?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 394933,
      "title": "Let's Get Landmarks Animated!",
      "comment_count": 9,
      "views": 0,
      "votes": 15
    },
    {
      "id": 396245,
      "title": "Integrating Model to iOS Application (Beginner)",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 395557,
      "title": "Variables used for inference",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 395203,
      "title": "How do I submit result",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 390702,
      "title": "Keras preprocessing layers documentation",
      "comment_count": 10,
      "views": 0,
      "votes": 4
    },
    {
      "id": 395674,
      "title": "Notebook Out of Memory (RAM)",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 395191,
      "title": "Post Processing Techniques ?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 395332,
      "title": "Submission Error. Is target_spec.supported_ops allowed?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 395597,
      "title": "TF Select ops: Cast, RealDiv error",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 394883,
      "title": "Query regarding training system",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 390687,
      "title": "Frames per second?",
      "comment_count": 6,
      "views": 0,
      "votes": 9
    },
    {
      "id": 394207,
      "title": "Why is the GRU network not supported when I use Torch to convert to the TF2 model? How can I bypass this error?",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 393247,
      "title": "Submission Scoring Error with Pruning ",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 394376,
      "title": "The first 0.67 lb notebook is introduced",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 394959,
      "title": "Adding negative examples to the training dataset",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 394560,
      "title": "Novice Doubt",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 391282,
      "title": "0.60 is the threshold for making the recognition-based game",
      "comment_count": 3,
      "views": 0,
      "votes": 21
    },
    {
      "id": 394510,
      "title": "Similar competitions",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 393402,
      "title": "Call for paper machine learning applied to sign language",
      "comment_count": 6,
      "views": 0,
      "votes": 10
    },
    {
      "id": 393969,
      "title": "A few questions regarding disk i/o bottleneck",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 394433,
      "title": "Extra digit(s) on leaderboard score??",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 393584,
      "title": "What does ChatGPT think of the solution to ISLR ",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 394320,
      "title": "Is that we can't ensemble too many models? And some question about the submodel class we ensemble",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 394542,
      "title": "tf.mat.atan2 not supported in tf life runtime 2.9.1",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 394530,
      "title": "LSTM layer problem",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 394394,
      "title": "Participation Eligibility for a Google Employee",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 393655,
      "title": "Normalize or Not",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 394051,
      "title": "Loading the TF-Lite model failing with this error",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 393431,
      "title": "Dynamic range quantization Submission Scoring Error",
      "comment_count": 9,
      "views": 0,
      "votes": 1
    },
    {
      "id": 392840,
      "title": "[deprecated] how to use tflite tool profiler to check tflite memory?",
      "comment_count": 10,
      "views": 0,
      "votes": 4
    },
    {
      "id": 392560,
      "title": "Classwise Performance",
      "comment_count": 4,
      "views": 0,
      "votes": 22
    },
    {
      "id": 393693,
      "title": "Test Set Distribution [Handedness, etc.]",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 392666,
      "title": "ArcFace or Additive Angular Margin Loss paper with code",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 393311,
      "title": "fastparquet is faster than pandas",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 393242,
      "title": "Model constraints check",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 392802,
      "title": "KerasTuner for quick search of model hyperparameters",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 391203,
      "title": "CV vs LB - is everyone seeing a lower LB score?",
      "comment_count": 26,
      "views": 0,
      "votes": 13
    },
    {
      "id": 392286,
      "title": "Why are x and y coordinates are not normalized in 0 to 1 range?",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 391394,
      "title": "Do we really need all the face marks?",
      "comment_count": 6,
      "views": 0,
      "votes": 5
    },
    {
      "id": 393284,
      "title": "Scoring time and dealing with variable length input",
      "comment_count": 6,
      "views": 0,
      "votes": 0
    },
    {
      "id": 393330,
      "title": "How to convert tflite to pytorch?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 392384,
      "title": "ASL Dictionary for making effective features",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 392733,
      "title": "clarifications about the moidel ?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 390503,
      "title": "Efficient methods for loading training data",
      "comment_count": 13,
      "views": 0,
      "votes": 4
    },
    {
      "id": 392719,
      "title": "Problem with Tfite runtime install",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 390328,
      "title": "How to ensure the inference time limit in advance?",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 392381,
      "title": "Drop the empty hand?",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 390634,
      "title": "x,y,z values range",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 391582,
      "title": "What is the purpose of pose?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 391156,
      "title": "Data for inference",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 392521,
      "title": "Asume same order of landmarks?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 391301,
      "title": "Handling Pre-processing in PyTorch",
      "comment_count": 0,
      "views": 0,
      "votes": 25
    },
    {
      "id": 390715,
      "title": "How the data were recorded? Can all 250 words be completed with one hand?",
      "comment_count": 11,
      "views": 0,
      "votes": 17
    },
    {
      "id": 392032,
      "title": "Landmark type/index question",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 391749,
      "title": "Performance Questions",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 390651,
      "title": "Dealing with variable sequence lengths in combination with TfLite requirement",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 390326,
      "title": "Beginner Resources to start with Competition",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 390509,
      "title": "🗢 Lip reading?",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 391288,
      "title": "Using 'tf.data.Dataset.from_tensor_slices' for training",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 390027,
      "title": "Introduction to TensorFlow Lite Udacity Free Course",
      "comment_count": 10,
      "views": 0,
      "votes": 10
    },
    {
      "id": 390491,
      "title": "Pytorch/Tensorflow to TFLite",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 390950,
      "title": "Mediapipe pose data accuracy",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 390455,
      "title": "Fuzzy Logic Option?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 390790,
      "title": "Tensorflow Lite image gesture classification example",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 390338,
      "title": "Why are all the scores zero?",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 390739,
      "title": "Data Clarification",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 390084,
      "title": "What is ROWS_PER_FRAME in provided function ?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 390242,
      "title": "train_landmark_files/[participant_id]/[sequence_id].parquet ",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 390168,
      "title": "does use of pytorch framework allowed in this competition?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 390296,
      "title": "Input preprocessing before prediction?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 390053,
      "title": "Language Deprivation and MediaPipe Holistic.",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    }
  ],
  "errors": []
}