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!2107 Fix CocoDataset docstring

Merge pull request !2107 from xiefangqi/xfq-coco-docstring
tags/v0.5.0-beta
mindspore-ci-bot Gitee 5 years ago
parent
commit
aae2e410ba
1 changed files with 9 additions and 7 deletions
  1. +9
    -7
      mindspore/dataset/engine/datasets.py

+ 9
- 7
mindspore/dataset/engine/datasets.py View File

@@ -4074,15 +4074,17 @@ class CocoDataset(MappableDataset):
A source dataset for reading and parsing COCO dataset.

CocoDataset support four kinds of task:
2017 Train/Val/Test Detection, Keypoints, Stuff, Panoptic.
2017 Train/Val/Test Detection, Keypoints, Stuff, Panoptic.

The generated dataset has multi-columns :
task = 'Detection' : column [['image', dtype=uint8], ['bbox', dtype=float32], ['category_id', dtype=uint32],
['iscrowd', dtype=uint32]].
task = 'Stuff' : column [['image', dtype=uint8], ['segmentation',dtype=float32], ['iscrowd',dtype=uint32]].
task = 'Keypoint' : column [['image', dtype=uint8], ['keypoints', dtype=float32], ['num_keypoints', dtype=uint32]].
task = 'Panoptic' : column [['image', dtype=uint8], ['bbox', dtype=float32], ['category_id', dtype=uint32],
['iscrowd', dtype=uint32], ['area', dtype=uint32]].
- task='Detection', column: [['image', dtype=uint8], ['bbox', dtype=float32], ['category_id', dtype=uint32],
['iscrowd', dtype=uint32]].
- task='Stuff', column: [['image', dtype=uint8], ['segmentation',dtype=float32], ['iscrowd',dtype=uint32]].
- task='Keypoint', column: [['image', dtype=uint8], ['keypoints', dtype=float32],
['num_keypoints', dtype=uint32]].
- task='Panoptic', column: [['image', dtype=uint8], ['bbox', dtype=float32], ['category_id', dtype=uint32],
['iscrowd', dtype=uint32], ['area', dtype=uint32]].

This dataset can take in a sampler. sampler and shuffle are mutually exclusive. Table
below shows what input args are allowed and their expected behavior.



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