{
  "total": 360,
  "topics": [
    {
      "id": 304500,
      "title": "New to Kaggle or Machine Learning? Come Say Hi!",
      "comment_count": 26,
      "views": 0,
      "votes": 38
    },
    {
      "id": 320310,
      "title": "Competition is Finalized - Congratulations to our Winners; Recap",
      "comment_count": 5,
      "views": 0,
      "votes": 31
    },
    {
      "id": 305574,
      "title": "Fix all known species column problems",
      "comment_count": 20,
      "views": 0,
      "votes": 176
    },
    {
      "id": 304501,
      "title": "Looking for a Team Megathread",
      "comment_count": 170,
      "views": 0,
      "votes": 25
    },
    {
      "id": 304525,
      "title": "Welcome to whale and dolphin photo-identification",
      "comment_count": 0,
      "views": 0,
      "votes": 58
    },
    {
      "id": 310105,
      "title": "9 Computer Vision Tricks to Improve Performance",
      "comment_count": 31,
      "views": 0,
      "votes": 168
    },
    {
      "id": 319650,
      "title": "Miracle of Coinscedence ",
      "comment_count": 77,
      "views": 0,
      "votes": 136
    },
    {
      "id": 313697,
      "title": "Why most of people use Arcface?",
      "comment_count": 14,
      "views": 0,
      "votes": 10
    },
    {
      "id": 308113,
      "title": "Important resource in Face Recognition",
      "comment_count": 2,
      "views": 0,
      "votes": 18
    },
    {
      "id": 320192,
      "title": "1st Place Solution",
      "comment_count": 83,
      "views": 0,
      "votes": 198
    },
    {
      "id": 319789,
      "title": "3rd solution【Part】",
      "comment_count": 37,
      "views": 0,
      "votes": 61
    },
    {
      "id": 310114,
      "title": "🔥🔥Congratulations @ammarnassanalhajali for becoming Notebooks GrandMaster",
      "comment_count": 6,
      "views": 0,
      "votes": 19
    },
    {
      "id": 310119,
      "title": "My best result",
      "comment_count": 55,
      "views": 0,
      "votes": 88
    },
    {
      "id": 316242,
      "title": "ImageDataGenerator can't save augmented data via save_to_dir.",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 307525,
      "title": "How to do a cool Similarity Matrix in matplotlib",
      "comment_count": 5,
      "views": 0,
      "votes": 53
    },
    {
      "id": 319782,
      "title": "Congratulations Kumar Shubham on Becoming Kaggle GrandMaster",
      "comment_count": 64,
      "views": 0,
      "votes": 90
    },
    {
      "id": 320040,
      "title": "4th place solution",
      "comment_count": 15,
      "views": 0,
      "votes": 59
    },
    {
      "id": 320026,
      "title": "DOLG Army: 7th Place Solution Summary",
      "comment_count": 9,
      "views": 0,
      "votes": 32
    },
    {
      "id": 330901,
      "title": "how to get labels for testset?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 319783,
      "title": "Would you tell me how you can identify beluga? What I was thinking in this competition.",
      "comment_count": 3,
      "views": 0,
      "votes": 11
    },
    {
      "id": 307547,
      "title": "Sub-Center ArcFace w/ Dynamic Margins",
      "comment_count": 1,
      "views": 0,
      "votes": 18
    },
    {
      "id": 321322,
      "title": "55th place solution",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 320298,
      "title": "19th Place - Single Model LB 860 Without Pseudo",
      "comment_count": 44,
      "views": 0,
      "votes": 71
    },
    {
      "id": 319829,
      "title": "6th place solution",
      "comment_count": 22,
      "views": 0,
      "votes": 57
    },
    {
      "id": 322067,
      "title": "New Beluga Whale Competition (DrivenData)",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 321303,
      "title": "About the pseudo label of this competition",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 319900,
      "title": "8th place solution [My part]",
      "comment_count": 7,
      "views": 0,
      "votes": 17
    },
    {
      "id": 319896,
      "title": "3rd solution",
      "comment_count": 3,
      "views": 0,
      "votes": 64
    },
    {
      "id": 320502,
      "title": "2nd place solution",
      "comment_count": 10,
      "views": 0,
      "votes": 48
    },
    {
      "id": 320180,
      "title": "Congrats Isamu with GM",
      "comment_count": 20,
      "views": 0,
      "votes": 30
    },
    {
      "id": 319813,
      "title": "Human-in-the-loop",
      "comment_count": 3,
      "views": 0,
      "votes": 25
    },
    {
      "id": 319941,
      "title": "10th place solution",
      "comment_count": 21,
      "views": 0,
      "votes": 32
    },
    {
      "id": 319916,
      "title": "11th Place Solution",
      "comment_count": 23,
      "views": 0,
      "votes": 39
    },
    {
      "id": 319535,
      "title": "My Hint in Last 24 hours",
      "comment_count": 6,
      "views": 0,
      "votes": 16
    },
    {
      "id": 319918,
      "title": "Jan Bre: the real hero of HappyWhale",
      "comment_count": 5,
      "views": 0,
      "votes": 43
    },
    {
      "id": 320850,
      "title": "Arcface with adaptive margin - Tensorflow",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 320175,
      "title": "Congratulations to 老肥&cuteffff becoming new competition Master",
      "comment_count": 11,
      "views": 0,
      "votes": 7
    },
    {
      "id": 320236,
      "title": "Justice was served, but .....",
      "comment_count": 4,
      "views": 0,
      "votes": 21
    },
    {
      "id": 320644,
      "title": "Solo silver - minimum resources solution with heavy postprocessing",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 319851,
      "title": "My solution - 29th rank [part]",
      "comment_count": 7,
      "views": 0,
      "votes": 25
    },
    {
      "id": 320407,
      "title": "14th place solution",
      "comment_count": 4,
      "views": 0,
      "votes": 13
    },
    {
      "id": 320205,
      "title": "30th Simple Solution ",
      "comment_count": 2,
      "views": 0,
      "votes": 16
    },
    {
      "id": 320568,
      "title": "Pytorch code for top leaderboard finish",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 320098,
      "title": "Congratulations to All",
      "comment_count": 4,
      "views": 0,
      "votes": 23
    },
    {
      "id": 320477,
      "title": "High scorer willing to share model `summary`?",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 319828,
      "title": "18th place solution",
      "comment_count": 5,
      "views": 0,
      "votes": 26
    },
    {
      "id": 320271,
      "title": "83rd – 4 places away from Silver",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 320161,
      "title": "Wow what a clean out!!!",
      "comment_count": 5,
      "views": 0,
      "votes": 14
    },
    {
      "id": 319868,
      "title": "8th place solution [My part]",
      "comment_count": 13,
      "views": 0,
      "votes": 21
    },
    {
      "id": 319787,
      "title": "How to take the ArcFace Baseline from private lb: 0.470 (public: 0.522) to 0.804 (public: 0.834)",
      "comment_count": 7,
      "views": 0,
      "votes": 29
    },
    {
      "id": 319806,
      "title": "25th summary |  Happywhale ?... No, this is DATASET competition 😅😅😅 ",
      "comment_count": 9,
      "views": 0,
      "votes": 25
    },
    {
      "id": 320102,
      "title": "Congratulations to all the prize winners",
      "comment_count": 2,
      "views": 0,
      "votes": 11
    },
    {
      "id": 320191,
      "title": "3rd solution - supplement to the post-processing section",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 319812,
      "title": "#36 place solution",
      "comment_count": 5,
      "views": 0,
      "votes": 21
    },
    {
      "id": 320196,
      "title": "Thank you, Competition Hosts and Kaggle team!!!",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 319894,
      "title": "8th place solution [part]",
      "comment_count": 2,
      "views": 0,
      "votes": 17
    },
    {
      "id": 319911,
      "title": "49 place  - Silver Solution",
      "comment_count": 3,
      "views": 0,
      "votes": 13
    },
    {
      "id": 319890,
      "title": "Compilation of Gold Medal Solutions 🥇🥇🥇",
      "comment_count": 1,
      "views": 0,
      "votes": 14
    },
    {
      "id": 319273,
      "title": "Can't wait to read all top LB solutions",
      "comment_count": 24,
      "views": 0,
      "votes": 19
    },
    {
      "id": 320051,
      "title": "Hierarchical learning solution",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 319077,
      "title": "Question regarding submissions",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 319932,
      "title": "One tip - biased (squared) annotation to improve DS quality ",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 320523,
      "title": "Processing time timeout",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 320168,
      "title": "Congratulations! See you next competition :D",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 319335,
      "title": "I can't wait to see how top players crossed 0.88",
      "comment_count": 11,
      "views": 0,
      "votes": 7
    },
    {
      "id": 319566,
      "title": "Top two players have crossed 0.89",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 319146,
      "title": "Share your learnings from competition here ",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 315161,
      "title": "Thank you Kaggle Community! ",
      "comment_count": 15,
      "views": 0,
      "votes": 59
    },
    {
      "id": 319290,
      "title": "You are #110 in the TPU queue...",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 319845,
      "title": "For large number image processing what would be the approach ?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 319261,
      "title": "April 18, 2022  11:59 PM UTC   ==???  Beijing time    ",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 319291,
      "title": "Getting error 'Label was not included in training dataset'.",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 319632,
      "title": "Dumb question: what is one/single-fold?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 319217,
      "title": "【guessguess】winner or shake?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 318653,
      "title": "The whale formation is swimming for the top!",
      "comment_count": 2,
      "views": 0,
      "votes": 19
    },
    {
      "id": 319113,
      "title": "Why TPU baselines crashing on GPU?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 319066,
      "title": "Hey there. Question about cropped public dataset and the final test dataset",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 318486,
      "title": "Improving LB score.",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 318307,
      "title": "I did terribly on this competition.",
      "comment_count": 4,
      "views": 0,
      "votes": 16
    },
    {
      "id": 318387,
      "title": "1500 teams and an extra gold =)))",
      "comment_count": 5,
      "views": 0,
      "votes": 10
    },
    {
      "id": 318854,
      "title": "Mixed precision with gradient accumulator",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 319102,
      "title": "ベースラインの理解に役立つ参考資料／References to understand this competition's baseline",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 317344,
      "title": "That's what I expected from embeddings",
      "comment_count": 4,
      "views": 0,
      "votes": 49
    },
    {
      "id": 318366,
      "title": "what happened to Colab pro?",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 317496,
      "title": "We can't understand this competition's baseline!😨",
      "comment_count": 5,
      "views": 0,
      "votes": 10
    },
    {
      "id": 318184,
      "title": "Find teammates who is interested in working together!",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 317088,
      "title": "Colab -> TPU -> problem with private Dataset",
      "comment_count": 7,
      "views": 0,
      "votes": 13
    },
    {
      "id": 315524,
      "title": "All my tf records datasets in one place",
      "comment_count": 18,
      "views": 0,
      "votes": 75
    },
    {
      "id": 318226,
      "title": "Efficientnetv2 is better than v1?",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 315788,
      "title": "Ensembling techniques for this competition",
      "comment_count": 11,
      "views": 0,
      "votes": 31
    },
    {
      "id": 318004,
      "title": "How to do ensembling ?",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 317836,
      "title": "EffNetb4 vs EffNetb5",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 315079,
      "title": "Tips for improving the score in my case",
      "comment_count": 37,
      "views": 0,
      "votes": 65
    },
    {
      "id": 317489,
      "title": "Happywhale_Swin_tranform_model",
      "comment_count": 1,
      "views": 0,
      "votes": 14
    },
    {
      "id": 315305,
      "title": "How to train the model after EDA ?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 315129,
      "title": "some of the modeling of arcface public kernel  are wrong",
      "comment_count": 8,
      "views": 0,
      "votes": 58
    },
    {
      "id": 317857,
      "title": "How to merge the images with labels?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 316907,
      "title": "How do I test ideas without using this huge dataset?",
      "comment_count": 6,
      "views": 0,
      "votes": 10
    },
    {
      "id": 317801,
      "title": "Need help with gradient accumulation with tensorflow",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 311211,
      "title": "7 More Computer Vision Tricks to Improve Score",
      "comment_count": 38,
      "views": 0,
      "votes": 117
    },
    {
      "id": 317609,
      "title": "Concatenation issue during the ensembling.",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 312768,
      "title": "[Report Every Day]How high score will we reach?",
      "comment_count": 27,
      "views": 0,
      "votes": 21
    },
    {
      "id": 316959,
      "title": "Interresting Paper: A Metric Learning Reality Check",
      "comment_count": 6,
      "views": 0,
      "votes": 12
    },
    {
      "id": 316859,
      "title": "Which backbone network works better, ConvNext or EffNet？",
      "comment_count": 5,
      "views": 0,
      "votes": 9
    },
    {
      "id": 317628,
      "title": "Deciding Learning Rate Scheduler",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 317244,
      "title": "Need Teammate",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 317236,
      "title": "Problem with data augmentation",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 316555,
      "title": " 7 things that did not worked so far",
      "comment_count": 6,
      "views": 0,
      "votes": 19
    },
    {
      "id": 316853,
      "title": "Idea for the Learning Rate Callback ",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 317310,
      "title": "Overfitting - Am I alone?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 317582,
      "title": "difficulties in understanding fold in the baseline of this competition ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 317295,
      "title": "How to combine multi schedulers?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 316592,
      "title": "Asking for a little help on the HappyWhale competition.",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 317008,
      "title": "About ensemble Weights of the individual subs.",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 316782,
      "title": "Metric learning is forgotten forever?",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 316572,
      "title": "How much does ensembling increase your score?",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 316488,
      "title": "pytorch about high loss problem",
      "comment_count": 10,
      "views": 0,
      "votes": 3
    },
    {
      "id": 316481,
      "title": "Want to mix multiple tfrecords with folding",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 316586,
      "title": "Google Colab needs GCS ?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 316139,
      "title": "Imbalanced Data?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 316140,
      "title": "Cannot access to GCS from colab ",
      "comment_count": 10,
      "views": 0,
      "votes": 7
    },
    {
      "id": 316453,
      "title": "How to set your threshold  for new_individual?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 315363,
      "title": "How to install a newer version of tf or how I solved the problem that Embeddings contains Nan",
      "comment_count": 7,
      "views": 0,
      "votes": 24
    },
    {
      "id": 308026,
      "title": "🐧 Things to know before starting image preprocessing",
      "comment_count": 51,
      "views": 0,
      "votes": 191
    },
    {
      "id": 314469,
      "title": "Model predictions",
      "comment_count": 8,
      "views": 0,
      "votes": 2
    },
    {
      "id": 315368,
      "title": "Someone knows if there is any way to check the compatibility of libraries with the tensorflow version",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 316402,
      "title": "Is it possible to load not tfrecords data with TPU?",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 316260,
      "title": "loos is nan...",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 314460,
      "title": "About the way splitting the dataset",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 316354,
      "title": "Is there a reason, why full body annotated data is not good enough?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 316036,
      "title": "Misidentification of individuals",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 316041,
      "title": "Why does gem pooling remove negative values?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 315909,
      "title": "Extra GPU usage",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 314135,
      "title": "【talktalk】What is your single model score?",
      "comment_count": 32,
      "views": 0,
      "votes": 19
    },
    {
      "id": 315407,
      "title": "Dataframe specification?",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 314372,
      "title": "Embeddings contains Nan, how to deal with it?",
      "comment_count": 16,
      "views": 0,
      "votes": 7
    },
    {
      "id": 314679,
      "title": "The upper bound for ensembling？",
      "comment_count": 6,
      "views": 0,
      "votes": 5
    },
    {
      "id": 310153,
      "title": "Releasing my Dorsal Fin Dataset & Code",
      "comment_count": 12,
      "views": 0,
      "votes": 142
    },
    {
      "id": 316390,
      "title": "第二个好不好好不好啊是的发生地方",
      "comment_count": 0,
      "views": 0,
      "votes": -27
    },
    {
      "id": 313506,
      "title": "How to train without HUGE GPU?",
      "comment_count": 19,
      "views": 0,
      "votes": 10
    },
    {
      "id": 315274,
      "title": "Why do we sort confidence scores when calculating MAP in Object Detection?",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 316389,
      "title": "哈哈哈哈啊是的发生地方",
      "comment_count": 0,
      "views": 0,
      "votes": -23
    },
    {
      "id": 316387,
      "title": "it is good",
      "comment_count": 0,
      "views": 0,
      "votes": -24
    },
    {
      "id": 315397,
      "title": "Get value when I use flat_map in tfrecords to repeat records .",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 315306,
      "title": "Asking about idea to improving the dataset.",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 315907,
      "title": "What is a suitable sample size to run live experiments on?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 314496,
      "title": "\"backfin\" = dorsal fin",
      "comment_count": 6,
      "views": 0,
      "votes": 35
    },
    {
      "id": 315185,
      "title": "How to add version of Notebook that's not the latest as dataset?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 314301,
      "title": "🐋 A small trick to improve score 🐬",
      "comment_count": 6,
      "views": 0,
      "votes": 16
    },
    {
      "id": 315414,
      "title": "Anyone monitor Top1/5 Acc when training?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 315670,
      "title": "Internet and execution time during submission",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 309582,
      "title": "Things that improve performance",
      "comment_count": 3,
      "views": 0,
      "votes": 22
    },
    {
      "id": 314838,
      "title": "Why do we always add a \"new individual\" in the most popular kernals",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 315238,
      "title": "Why is LB lower when the TOPK value is higher？",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 309214,
      "title": "🔥 DATASET - dorsal fins for all IDs without background   🔥 ",
      "comment_count": 34,
      "views": 0,
      "votes": 97
    },
    {
      "id": 313987,
      "title": "Main Booster - Dataset",
      "comment_count": 19,
      "views": 0,
      "votes": 32
    },
    {
      "id": 311389,
      "title": "Salient Object Detection (SOD) - how to remove background from whales images",
      "comment_count": 7,
      "views": 0,
      "votes": 52
    },
    {
      "id": 313454,
      "title": "Will shake up happen in this competition?",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 310101,
      "title": "Let's crowd-source a bounding box dataset !",
      "comment_count": 14,
      "views": 0,
      "votes": 44
    },
    {
      "id": 305503,
      "title": "cropped&resized(512x512) dataset using detic",
      "comment_count": 26,
      "views": 0,
      "votes": 212
    },
    {
      "id": 314997,
      "title": "training time",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 304504,
      "title": "Previous Happywhale Competition Solutions",
      "comment_count": 17,
      "views": 0,
      "votes": 105
    },
    {
      "id": 312853,
      "title": "no background dataset vs detic cropped and backfin dataset train/val question",
      "comment_count": 13,
      "views": 0,
      "votes": 12
    },
    {
      "id": 313472,
      "title": "why effnetv2 not beating effnetv1?",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 314181,
      "title": "Resized images",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 314165,
      "title": "About test data",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 314527,
      "title": "Qustion about prediction padding,  where is sample_list coming?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 314137,
      "title": "Is arcface the best solution?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 307472,
      "title": "🎯 What's your CV Strategy? ",
      "comment_count": 7,
      "views": 0,
      "votes": 21
    },
    {
      "id": 314418,
      "title": "confusion about improving LB scores and the model",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 313996,
      "title": "Are there any potential NN structure other than effnet+arcface?",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 312499,
      "title": "DATASET - Background removed 512x512 Happywhale dataset using State of the Art Salient Object Detector",
      "comment_count": 18,
      "views": 0,
      "votes": 38
    },
    {
      "id": 313670,
      "title": "did you know? arcface is also a face generator?",
      "comment_count": 2,
      "views": 0,
      "votes": 21
    },
    {
      "id": 311184,
      "title": "Full Body Annotations and cropped Dataset",
      "comment_count": 5,
      "views": 0,
      "votes": 74
    },
    {
      "id": 311887,
      "title": "How much does score gets better with bigger models and bigger image sizes?",
      "comment_count": 31,
      "views": 0,
      "votes": 18
    },
    {
      "id": 306916,
      "title": "Unexpected error while training with Batch_SIZE 8",
      "comment_count": 10,
      "views": 0,
      "votes": 2
    },
    {
      "id": 314108,
      "title": "Have you guys ever seen this before ?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 314380,
      "title": "How to upsampe with TFRecordDatasetV2 and  rejection_resample ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 308599,
      "title": "sharing my CV vs LB score ",
      "comment_count": 103,
      "views": 0,
      "votes": 60
    },
    {
      "id": 308525,
      "title": "HMCN may help us to complete the classification task better?",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 305468,
      "title": "Pilot Whale: Long Finned Pilot Whale and Short Finned Pilot Whale",
      "comment_count": 4,
      "views": 0,
      "votes": 15
    },
    {
      "id": 312977,
      "title": "(HELP)CNNs taking more time than transformers",
      "comment_count": 12,
      "views": 0,
      "votes": 9
    },
    {
      "id": 313901,
      "title": "Can someone explain on KS's TF deep learning model?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 313644,
      "title": "Focal loss tensorflow + TPU",
      "comment_count": 7,
      "views": 0,
      "votes": 2
    },
    {
      "id": 310103,
      "title": "How to calculate validation score on Nearest Neighbors",
      "comment_count": 8,
      "views": 0,
      "votes": 43
    },
    {
      "id": 313458,
      "title": "Do you have some tips about ensemble?",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 313077,
      "title": "Using test images for training is OK?",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 305746,
      "title": "How to know if model trained with Triplet Loss can generate \"good\" embeddings?",
      "comment_count": 5,
      "views": 0,
      "votes": 10
    },
    {
      "id": 310243,
      "title": "Using TPU with Swin backbone issue",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 313161,
      "title": "upsampling with TFRecord and TF",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 310110,
      "title": "How are arcFace cross validation models ensembled",
      "comment_count": 20,
      "views": 0,
      "votes": 17
    },
    {
      "id": 308991,
      "title": "[SHORTCUT] Competition logbook - updated everyday",
      "comment_count": 12,
      "views": 0,
      "votes": 93
    },
    {
      "id": 313023,
      "title": "For all kaggler, where get I start for beginner?",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 309280,
      "title": "gem pooling",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 312077,
      "title": "Best practices to handle different image sizes",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 313414,
      "title": "What is good upsamping strategy? Is Upsampling  effective?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 310242,
      "title": "Explanation of Evaluation index 'MAP@5'",
      "comment_count": 4,
      "views": 0,
      "votes": 14
    },
    {
      "id": 312327,
      "title": "[Info]: SOTA on ImageNet (2022): Model Soups (ViT)",
      "comment_count": 6,
      "views": 0,
      "votes": 13
    },
    {
      "id": 312725,
      "title": "Anyone can train model well with Pytorch and TPU ？",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 312505,
      "title": "How did you download cropped datasets and use it on colab.",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 312226,
      "title": "How biologists ID gray whales -- from OSU biologist Leigh Torres",
      "comment_count": 2,
      "views": 0,
      "votes": 12
    },
    {
      "id": 312630,
      "title": "Create Dataset for using TPU",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 311033,
      "title": "Recap of the Top Solutions from the Previous Whale Identification Competition",
      "comment_count": 4,
      "views": 0,
      "votes": 46
    },
    {
      "id": 312714,
      "title": "✨ MIT - Intro to DeepLearning Open course - New lecture series 2022 💥💥",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 312259,
      "title": "How are new_individuals handled?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 309016,
      "title": "How to load dataset in colab by GCS? ",
      "comment_count": 12,
      "views": 0,
      "votes": 5
    },
    {
      "id": 307906,
      "title": "Wait for a pytorch inference notebook!",
      "comment_count": 15,
      "views": 0,
      "votes": 12
    },
    {
      "id": 312163,
      "title": "About species",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 311760,
      "title": "Object Detection: How to handle image of different sizes & aspect ratios?",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 307402,
      "title": "tensorflow score > pytorch score ??",
      "comment_count": 32,
      "views": 0,
      "votes": 19
    },
    {
      "id": 312188,
      "title": "kiler_whale same as killer_whale",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 312158,
      "title": "Can computer vision algorithms be used to detect characteristics?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 310092,
      "title": "Whales feature matching LoFTR - Kornia (Open CV - SURF comparision)",
      "comment_count": 14,
      "views": 0,
      "votes": 29
    },
    {
      "id": 311154,
      "title": "How did you learn if datasets size is huge?",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 310795,
      "title": "why  no high LB  pytorch notebooks shared?",
      "comment_count": 15,
      "views": 0,
      "votes": 15
    },
    {
      "id": 311582,
      "title": "single model submission  train/val/LB question",
      "comment_count": 7,
      "views": 0,
      "votes": 4
    },
    {
      "id": 311438,
      "title": "Proper way to get resized datasets",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 311481,
      "title": "Help Understanding the problem statement",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 311703,
      "title": "cosine-loss",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 311788,
      "title": "How is private LB calculated?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 311176,
      "title": "how to choose s, m in arcfacemargin?",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 310779,
      "title": "cropped dataset using TokenCut",
      "comment_count": 2,
      "views": 0,
      "votes": 26
    },
    {
      "id": 305899,
      "title": "Some images have more than one whale/Dolphin ",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 311666,
      "title": "Colab pro TPU  now only one session?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 311007,
      "title": "Why easy_margin?",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 308278,
      "title": "Camera viewpoint dataset",
      "comment_count": 4,
      "views": 0,
      "votes": 12
    },
    {
      "id": 311195,
      "title": "TPU training commit waiting time?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 309611,
      "title": "TF records with Detic Crop",
      "comment_count": 14,
      "views": 0,
      "votes": 37
    },
    {
      "id": 310996,
      "title": "Device Space",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 309188,
      "title": "EDA in CV ... should be done different way then in tabular data ...",
      "comment_count": 7,
      "views": 0,
      "votes": 17
    },
    {
      "id": 308534,
      "title": "Why this competition when the predictions expected are already given ??",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 310056,
      "title": "Why do most open source code use tf in this competition?",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 310450,
      "title": "Get Nan value from predict when I reduce the bs and lr.",
      "comment_count": 5,
      "views": 0,
      "votes": 6
    },
    {
      "id": 305428,
      "title": "LB probing and train/test split",
      "comment_count": 19,
      "views": 0,
      "votes": 92
    },
    {
      "id": 308407,
      "title": "haar-cascade for fins detection",
      "comment_count": 9,
      "views": 0,
      "votes": 18
    },
    {
      "id": 310010,
      "title": "Failed to use Kaggle API to download the datasets to my Colab",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 309935,
      "title": "colab version of forked  pytorch arcface gempooling TPU training",
      "comment_count": 8,
      "views": 0,
      "votes": 16
    },
    {
      "id": 308779,
      "title": "Interesting photos in dataset ... we have to deal with ... 😄",
      "comment_count": 14,
      "views": 0,
      "votes": 54
    },
    {
      "id": 310189,
      "title": "evaluation metrics",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 309691,
      "title": "Dataset Dataset Dataset",
      "comment_count": 5,
      "views": 0,
      "votes": 29
    },
    {
      "id": 309493,
      "title": "Remek Congratulations for becoming Discussion GM",
      "comment_count": 16,
      "views": 0,
      "votes": 21
    },
    {
      "id": 310263,
      "title": "mixup in tf notebook",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 310683,
      "title": "Dataset Creation Error",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 310206,
      "title": "how to adjust learning rate?",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 305919,
      "title": "What do the species look like?",
      "comment_count": 6,
      "views": 0,
      "votes": 57
    },
    {
      "id": 309714,
      "title": "The Sword of a Thousand Truths - Finding Free Willy w/ YOLOv5",
      "comment_count": 9,
      "views": 0,
      "votes": 13
    },
    {
      "id": 309989,
      "title": "got this error, using the happywhale-tfrecords-detic-box-768 dataset. Any idea what that is ?",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 309861,
      "title": "memory overflow in notebook",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 310198,
      "title": "Resized Image Dataset (128x128, 224x224, 256x256, 299x299, 384x384, 512x512)",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 308280,
      "title": "This is Silly... But I Named All The Whales/Dolphins 😅😅",
      "comment_count": 26,
      "views": 0,
      "votes": 72
    },
    {
      "id": 305255,
      "title": "Are annotations allowed?",
      "comment_count": 6,
      "views": 0,
      "votes": 22
    },
    {
      "id": 309105,
      "title": "My TOP20 - do you recognize me  ....???  😂😂😂",
      "comment_count": 10,
      "views": 0,
      "votes": 18
    },
    {
      "id": 309478,
      "title": "why  training loss becomes NAN when reducing batch size?",
      "comment_count": 9,
      "views": 0,
      "votes": 4
    },
    {
      "id": 309707,
      "title": "New Species in Test Data?",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 309855,
      "title": "A Question about MAP@5",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 309844,
      "title": "I don't know What I should answer in the submission.",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 309121,
      "title": "Another Image Detection & Crop",
      "comment_count": 7,
      "views": 0,
      "votes": 14
    },
    {
      "id": 309762,
      "title": "Is the UI of notebook changed?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 306521,
      "title": "Stratified KFold v. Group KFold (aka. I'm a dummy)",
      "comment_count": 20,
      "views": 0,
      "votes": 58
    },
    {
      "id": 308778,
      "title": "🤗 PyTorch on TPU: Hugging Face Accelerate",
      "comment_count": 3,
      "views": 0,
      "votes": 29
    },
    {
      "id": 309572,
      "title": "Is there any mention of percentage of new_individuals in test set?",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 309234,
      "title": "Augmenting contrast in images 🤔 ?",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 309367,
      "title": "TPU/GPU  ram allocation problem",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 309037,
      "title": "Google Cloud AI Notebook, can not download dataset",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 308573,
      "title": "Starting with domain knowledge and FIN-PRINT - inspiration how to approach problem",
      "comment_count": 12,
      "views": 0,
      "votes": 27
    },
    {
      "id": 308863,
      "title": "Help understanding ArcFace Loss Function 🙊",
      "comment_count": 2,
      "views": 0,
      "votes": 10
    },
    {
      "id": 309126,
      "title": "fast image augmentation simulator ",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 308883,
      "title": "How to implement MAP5 for validating my models? ",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 308707,
      "title": "Kaggle is too slow processing my model",
      "comment_count": 12,
      "views": 0,
      "votes": 5
    },
    {
      "id": 307286,
      "title": "2 stage Model Prediction Approach",
      "comment_count": 16,
      "views": 0,
      "votes": 17
    },
    {
      "id": 306246,
      "title": "Resources for fast start! ",
      "comment_count": 12,
      "views": 0,
      "votes": 82
    },
    {
      "id": 308686,
      "title": "Performance with smaller images/models",
      "comment_count": 18,
      "views": 0,
      "votes": 7
    },
    {
      "id": 308937,
      "title": "how to deal private dataset for cropped image model?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 308575,
      "title": "Training Data with Folds",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 308892,
      "title": "Anyone marked which photo Ids are not suitable for training?",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 309023,
      "title": "Augmentation doubt",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 307995,
      "title": "How do I efficiently access competition dataset for Colab/External training?",
      "comment_count": 9,
      "views": 0,
      "votes": 6
    },
    {
      "id": 308389,
      "title": "Pytorch implementation",
      "comment_count": 0,
      "views": 0,
      "votes": 28
    },
    {
      "id": 308565,
      "title": "Why I don't think vanilla KNN is the best solution for embeddings classification",
      "comment_count": 3,
      "views": 0,
      "votes": 13
    },
    {
      "id": 308620,
      "title": "How does kaggle score on private set",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 308881,
      "title": "Will Image Size for Train/Inference be important for this competition?",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 308766,
      "title": "The number of predictions to be made for a single image.",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 308547,
      "title": "There is a huge disbalance in the dataset!!!",
      "comment_count": 1,
      "views": 0,
      "votes": 10
    },
    {
      "id": 305607,
      "title": "Fin detect, extract and identify pipeline with paper and code",
      "comment_count": 5,
      "views": 0,
      "votes": 31
    },
    {
      "id": 304686,
      "title": "Reduced Resolution Image Data (128 x 128, 256 x 256, 384 x 384) 🐋",
      "comment_count": 23,
      "views": 0,
      "votes": 108
    },
    {
      "id": 308379,
      "title": "🤔  How to create a bounding boxes dataset ?",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 308289,
      "title": "Some thoughts on how to run this competition",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 308092,
      "title": "image resizing at different stages",
      "comment_count": 3,
      "views": 0,
      "votes": 13
    },
    {
      "id": 307135,
      "title": "RAM is overloaded pytorch-lightning TPU training ",
      "comment_count": 16,
      "views": 0,
      "votes": 8
    },
    {
      "id": 305718,
      "title": "This repo will make Tensorflow great again!",
      "comment_count": 5,
      "views": 0,
      "votes": 64
    },
    {
      "id": 308532,
      "title": "There are some error in labeling of the dateset!!!",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 307775,
      "title": "Triplets/Siamese/classification or Any other",
      "comment_count": 1,
      "views": 0,
      "votes": 11
    },
    {
      "id": 307946,
      "title": "Why the Eff (net) ?",
      "comment_count": 4,
      "views": 0,
      "votes": 10
    },
    {
      "id": 308405,
      "title": "What is the baseline we should take for this competition ?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 307678,
      "title": "Last Whale Identification Competition Winner Solution",
      "comment_count": 2,
      "views": 0,
      "votes": 17
    },
    {
      "id": 306777,
      "title": "Useful information and problems after a few initial attempts (without dataset analysis)",
      "comment_count": 9,
      "views": 0,
      "votes": 15
    },
    {
      "id": 308217,
      "title": "Better usage of TPU resources?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 307683,
      "title": "TPU shortage again!?!?",
      "comment_count": 3,
      "views": 0,
      "votes": 11
    },
    {
      "id": 307725,
      "title": "How about clustering methods like DBSCAN?",
      "comment_count": 2,
      "views": 0,
      "votes": 10
    },
    {
      "id": 307393,
      "title": "gpu train the competition model ，when the image size is bigger than 512，the gpu is out of memory  ",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 307653,
      "title": "resume training problem.",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 307231,
      "title": "Submitting results from public notebooks",
      "comment_count": 5,
      "views": 0,
      "votes": 17
    },
    {
      "id": 306352,
      "title": " Google Landmark 2021 Winning Solution Code by GM Dieter",
      "comment_count": 9,
      "views": 0,
      "votes": 31
    },
    {
      "id": 305843,
      "title": "Avoid flipping the images!",
      "comment_count": 13,
      "views": 0,
      "votes": 40
    },
    {
      "id": 307838,
      "title": "Introducing TensorSensor ",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 306918,
      "title": "Whats your best score using Arcface + Small images(224) + Small arch (B0-B1 efficient etc)?",
      "comment_count": 5,
      "views": 0,
      "votes": 7
    },
    {
      "id": 307396,
      "title": "📚 Good to read papers (Animal Re-Id)",
      "comment_count": 0,
      "views": 0,
      "votes": 13
    },
    {
      "id": 307486,
      "title": "Problem about ArcMarginProduct",
      "comment_count": 9,
      "views": 0,
      "votes": 7
    },
    {
      "id": 306774,
      "title": "This is the first time that I am in first place in the competition!",
      "comment_count": 8,
      "views": 0,
      "votes": 28
    },
    {
      "id": 307005,
      "title": "Which way are the beluga going?",
      "comment_count": 2,
      "views": 0,
      "votes": 13
    },
    {
      "id": 307770,
      "title": "Unknown images in test ?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 307308,
      "title": "Class Weighting in Supervised Contrastive Learning?",
      "comment_count": 7,
      "views": 0,
      "votes": 9
    },
    {
      "id": 307439,
      "title": "It took too long to save notebook!",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 307512,
      "title": "There are 9258 IDs with only one single picture！",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 307473,
      "title": "how to get 0.70+score?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 307125,
      "title": "Why standard classification methods won't work...",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 307287,
      "title": "Resized images 512",
      "comment_count": 5,
      "views": 0,
      "votes": 7
    },
    {
      "id": 307317,
      "title": "🖼️ Coloring black and white images in dataset ",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 307237,
      "title": "The problem of insufficient GPU memory.",
      "comment_count": 10,
      "views": 0,
      "votes": 3
    },
    {
      "id": 307051,
      "title": "Local MAP@5 vs. Public LB",
      "comment_count": 9,
      "views": 0,
      "votes": 10
    },
    {
      "id": 306742,
      "title": "Single Channeled images",
      "comment_count": 19,
      "views": 0,
      "votes": 6
    },
    {
      "id": 305942,
      "title": "Create your own Cropped Dataset with [YOLOv5]",
      "comment_count": 10,
      "views": 0,
      "votes": 45
    },
    {
      "id": 307030,
      "title": "how can I get more free TPU hours?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 306738,
      "title": "Can I use Test Set for adaptation?",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 306437,
      "title": "Images without any channel?",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 306442,
      "title": "Low number of samples per individual",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 304961,
      "title": "Data Distribution",
      "comment_count": 8,
      "views": 0,
      "votes": 43
    },
    {
      "id": 306752,
      "title": "spotted_dolphin is it Atlantic spotted dolphin or a mix?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 305901,
      "title": "About additional annotations of training images",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 305341,
      "title": "The Dataset seems to have good \"Inter-Species\" Separation",
      "comment_count": 8,
      "views": 0,
      "votes": 38
    },
    {
      "id": 304966,
      "title": "Grandmaster Series - How to Perform Large-Scale Image Classification",
      "comment_count": 6,
      "views": 0,
      "votes": 68
    },
    {
      "id": 305951,
      "title": "Could transformer work for this competition?",
      "comment_count": 6,
      "views": 0,
      "votes": 7
    },
    {
      "id": 305728,
      "title": "Code for resizing images and resized images dataset",
      "comment_count": 3,
      "views": 0,
      "votes": 10
    },
    {
      "id": 305909,
      "title": "'short_finned' vs  'long_finned' vs 'pilot_whale'",
      "comment_count": 2,
      "views": 0,
      "votes": 16
    },
    {
      "id": 304734,
      "title": "🐋 Augmented Images 🐬",
      "comment_count": 3,
      "views": 0,
      "votes": 19
    },
    {
      "id": 304973,
      "title": "Papers on Whale and Dolphin Identification 🐬🐋",
      "comment_count": 6,
      "views": 0,
      "votes": 36
    },
    {
      "id": 306610,
      "title": "UnavailableError: Socket closed ERROR helP.........",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 305622,
      "title": "Flipping creates new images for training?",
      "comment_count": 9,
      "views": 0,
      "votes": 15
    },
    {
      "id": 305764,
      "title": "Test species classification",
      "comment_count": 0,
      "views": 0,
      "votes": 19
    },
    {
      "id": 305630,
      "title": "Image sizes makes Whales and Dolphins Happy",
      "comment_count": 0,
      "views": 0,
      "votes": 23
    },
    {
      "id": 304509,
      "title": "The most famous Whales! ",
      "comment_count": 12,
      "views": 0,
      "votes": 24
    },
    {
      "id": 305531,
      "title": "Loading images for training",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 305638,
      "title": "creating folds ",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 305366,
      "title": "[Resolved] Problem with 'globis' Species Label",
      "comment_count": 2,
      "views": 0,
      "votes": 13
    },
    {
      "id": 304633,
      "title": "Duplicate names in species, can be merged together",
      "comment_count": 2,
      "views": 0,
      "votes": 96
    },
    {
      "id": 305179,
      "title": "Doubt about rare Individual Ids ",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 304950,
      "title": "Doubt about Species to Individual Id Mapping ?",
      "comment_count": 9,
      "views": 0,
      "votes": 14
    },
    {
      "id": 304784,
      "title": "Why not make it a code only competition?( To kaggle team and Organizers)",
      "comment_count": 4,
      "views": 0,
      "votes": 19
    },
    {
      "id": 305709,
      "title": "What do we need to predict?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 305317,
      "title": "Photo location",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 305180,
      "title": "Handling with grayscale pics",
      "comment_count": 3,
      "views": 0,
      "votes": 7
    },
    {
      "id": 305036,
      "title": "List of Useful Image Classification Competitions and Winning Solutions",
      "comment_count": 1,
      "views": 0,
      "votes": 20
    },
    {
      "id": 305030,
      "title": "Additional Metadata For Train/Test [Path and Image Size]",
      "comment_count": 0,
      "views": 0,
      "votes": 19
    },
    {
      "id": 304865,
      "title": "Mean Average Precision in Object Detection",
      "comment_count": 2,
      "views": 0,
      "votes": 12
    },
    {
      "id": 304615,
      "title": "The MAP@5 metric",
      "comment_count": 0,
      "views": 0,
      "votes": 30
    },
    {
      "id": 305259,
      "title": "Problem understanding \"Prediction\" column in Submission file",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 304553,
      "title": "Combined Color Semantics and Deep Learning for the Automatic Detection of Dolphin Dorsal Fins",
      "comment_count": 5,
      "views": 0,
      "votes": 13
    },
    {
      "id": 305065,
      "title": "What is unique id column in data",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 304536,
      "title": "Was Train Dataset applied Augmentations?",
      "comment_count": 2,
      "views": 0,
      "votes": 15
    },
    {
      "id": 304512,
      "title": "[Resolved] Unable to make notebook public",
      "comment_count": 2,
      "views": 0,
      "votes": 11
    }
  ],
  "errors": []
}