D-FINE/configs/dataset/custom_detection.yml at master · Peterande/D-FINE · GitHub

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task: detection

evaluator:
  type: CocoEvaluator
  iou_types: ['bbox', ]

num_classes: 777 # your dataset classes
remap_mscoco_category: False

train_dataloader:
  type: DataLoader
  dataset:
    type: CocoDetection
    img_folder: /data/yourdataset/train
    ann_file: /data/yourdataset/train/train.json
    return_masks: False
    transforms:
      type: Compose
      ops: ~
  shuffle: True
  num_workers: 4
  drop_last: True
  collate_fn:
    type: BatchImageCollateFunction


val_dataloader:
  type: DataLoader
  dataset:
    type: CocoDetection
    img_folder: /data/yourdataset/val
    ann_file: /data/yourdataset/val/val.json
    return_masks: False
    transforms:
      type: Compose
      ops: ~
  shuffle: False
  num_workers: 4
  drop_last: False
  collate_fn:
    type: BatchImageCollateFunction