{
  "total": 39,
  "topics": [
    {
      "id": 323811,
      "title": "TFrecords public dataset & example code for TPU training and inference",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 307792,
      "title": "Welcome to Herbarium 2022!",
      "comment_count": 12,
      "views": 0,
      "votes": 13
    },
    {
      "id": 307849,
      "title": "Looking for a Team Megathread",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 307777,
      "title": "CALL FOR PAPERS: 9th Annual Workshop on Fine-Grained Visual Categorization at CVPR 2022",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 329802,
      "title": "Competition Wrap Up",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 329299,
      "title": "1st place solution",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 326850,
      "title": "WeightedRandomSampler",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 326285,
      "title": "step by step defreezing layers (idea)",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 323794,
      "title": "Notebooks To Help You Get Started!",
      "comment_count": 7,
      "views": 0,
      "votes": 15
    },
    {
      "id": 323906,
      "title": "Data leakage (image duplicates)",
      "comment_count": 7,
      "views": 0,
      "votes": 0
    },
    {
      "id": 321733,
      "title": "Papers on Plant Identification Deep Learning Techniques",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 315751,
      "title": "If you are presenting at CVPR 2022, here's how you can save on costs",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 315103,
      "title": "[Paper] Herbarium sheet segmentation",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 320436,
      "title": "Fascinating Competition",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 312875,
      "title": "Question About The Test Data Labels",
      "comment_count": 4,
      "views": 0,
      "votes": 0
    },
    {
      "id": 311370,
      "title": "Feature matching LoFTR - Kornia (Open CV - SURF comparision)",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 316249,
      "title": "How to properly address class imbalance? Class reweighting techinques for training long-tailed data.",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 314725,
      "title": "Team join for competition",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 312904,
      "title": "ResNet50 Result from Notebook Provided for PyTorch (Public F1=0.612 at Epoch 12)",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 310277,
      "title": "Adding ranking points and tiers ?",
      "comment_count": 5,
      "views": 0,
      "votes": 8
    },
    {
      "id": 311522,
      "title": "How to extract plant from background - Salient Object Detection",
      "comment_count": 11,
      "views": 0,
      "votes": 8
    },
    {
      "id": 312238,
      "title": "strong meta vision-transformer architechture pretrain support",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 307745,
      "title": " 💥 💥Useful Notebooks from Previous Herbarium Competitions 🔥🔥",
      "comment_count": 18,
      "views": 0,
      "votes": 38
    },
    {
      "id": 309087,
      "title": "Long-tailed Learning in Machine Learning.",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 310870,
      "title": "ResourceExhaustedError:  OOM when allocating tensor with shape[2097152,512]",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 308181,
      "title": "Why all score are 0.00000 ?",
      "comment_count": 9,
      "views": 0,
      "votes": 6
    },
    {
      "id": 307804,
      "title": "JSON -> PANDAS📊",
      "comment_count": 8,
      "views": 0,
      "votes": 18
    },
    {
      "id": 307624,
      "title": "🥇🏆Prev Winning Solutions",
      "comment_count": 9,
      "views": 0,
      "votes": 18
    },
    {
      "id": 307932,
      "title": "🍀🌾🌼 Nice papers / References to know more about Herbarium☘🌳🌺",
      "comment_count": 3,
      "views": 0,
      "votes": 14
    },
    {
      "id": 308836,
      "title": "Taxonomy Prediction",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 308406,
      "title": "Interpretable Fine-Grained Models and Machine teaching",
      "comment_count": 2,
      "views": 0,
      "votes": 16
    },
    {
      "id": 308394,
      "title": "Papers on Plant Image Detection",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 308713,
      "title": "Summary of plant specimen classification outcomes from the previous literature ",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 307810,
      "title": "Some relevant papers on using deep learning for identifying Herbarium specimens",
      "comment_count": 3,
      "views": 0,
      "votes": 10
    },
    {
      "id": 307615,
      "title": "839772 images in the training dataset!!",
      "comment_count": 17,
      "views": 0,
      "votes": 11
    },
    {
      "id": 307877,
      "title": "genus_id0 don't have 61 number how to solve it? ",
      "comment_count": 2,
      "views": 0,
      "votes": 10
    },
    {
      "id": 307851,
      "title": "Human-in-the-loop and Machine Learning.",
      "comment_count": 0,
      "views": 0,
      "votes": 13
    },
    {
      "id": 308258,
      "title": "Human Experts, Computational Models. ML and Human Knowledge.",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 307729,
      "title": "Please update the data description",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    }
  ],
  "errors": []
}