{
  "id": "mizuny/ubc-fine-tuning-with-loss-for-class-imbalance",
  "id_no": 46721513,
  "title": "\ud83d\udd2cUBC: Fine-tuning with Loss for Class Imbalance\ud83d\udd2c",
  "code_file": "ubc-fine-tuning-with-loss-for-class-imbalance.ipynb",
  "language": "python",
  "kernel_type": "notebook",
  "is_private": false,
  "enable_gpu": true,
  "enable_tpu": false,
  "enable_internet": true,
  "keywords": [
    "gpu"
  ],
  "dataset_sources": [
    "motono0223/ubc-efficienetnetb0-fold1of10-2048pix-thumbnails"
  ],
  "kernel_sources": [
    "motono0223/ubc-crop-training-raw-images"
  ],
  "competition_sources": [
    "UBC-OCEAN"
  ],
  "model_sources": [
    "timm/tf-efficientnet/PyTorch/tf-efficientnet-b0/1"
  ],
  "docker_image": "gcr.io/kaggle-private-byod/python@sha256:e11d3e321bf7ea26113f0abf8788cebcaf19e96dbf884de12580a34be56e1089",
  "machine_shape": "Gpu"
}