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- metric: SNIPERCOCO
- num_classes: 80
- TrainDataset:
- !SniperCOCODataSet
- image_dir: train2017
- anno_path: annotations/instances_train2017.json
- dataset_dir: dataset/coco
- data_fields: ['image', 'gt_bbox', 'gt_class', 'is_crowd']
- allow_empty: true
- is_trainset: true
- image_target_sizes: [2000, 1000]
- valid_box_ratio_ranges: [[-1, 0.1],[0.08, -1]]
- chip_target_size: 512
- chip_target_stride: 200
- use_neg_chip: false
- max_neg_num_per_im: 8
- EvalDataset:
- !SniperCOCODataSet
- image_dir: val2017
- anno_path: annotations/instances_val2017.json
- dataset_dir: dataset/coco
- data_fields: ['image', 'gt_bbox', 'gt_class', 'is_crowd']
- allow_empty: true
- is_trainset: false
- image_target_sizes: [2000, 1000]
- valid_box_ratio_ranges: [[-1, 0.1], [0.08, -1]]
- chip_target_size: 512
- chip_target_stride: 200
- max_per_img: -1
- nms_thresh: 0.5
- TestDataset:
- !SniperCOCODataSet
- image_dir: val2017
- dataset_dir: dataset/coco
- is_trainset: false
- image_target_sizes: [2000, 1000]
- valid_box_ratio_ranges: [[-1, 0.1],[0.08, -1]]
- chip_target_size: 500
- chip_target_stride: 200
- max_per_img: -1
- nms_thresh: 0.5
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