Switch to unified view

a/README.md b/README.md
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<img width=300 src="https://github.com/ieee8023/covid-chestxray-dataset/blob/master/docs/hierarchy.jpg?raw=true"/>
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<img width=300 src="https://github.com/ieee8023/covid-chestxray-dataset/blob/master/docs/hierarchy.jpg?raw=true"/>
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Current stats of PA, AP, and AP Supine views. Labels 0=No or 1=Yes. Data loader is [here](https://github.com/mlmed/torchxrayvision/blob/master/torchxrayvision/datasets.py#L867)
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Current stats of PA, AP, and AP Supine views. Labels 0=No or 1=Yes. Data loader is [here](https://github.com/mlmed/torchxrayvision/blob/master/torchxrayvision/datasets.py#L867)
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``` 
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COVID19_Dataset num_samples=481 views=['PA', 'AP']
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COVID19_Dataset num_samples=481 views=['PA', 'AP']
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{'ARDS': {0.0: 465, 1.0: 16},
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{'ARDS': {0.0: 465, 1.0: 16},
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 'Bacterial': {0.0: 445, 1.0: 36},
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 'Bacterial': {0.0: 445, 1.0: 36},
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 'COVID-19': {0.0: 162, 1.0: 319},
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 'COVID-19': {0.0: 162, 1.0: 319},
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 'Chlamydophila': {0.0: 480, 1.0: 1},
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 'Chlamydophila': {0.0: 480, 1.0: 1},
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 'SARS': {0.0: 173},
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 'SARS': {0.0: 173},
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 'Streptococcus': {0.0: 173},
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 'Streptococcus': {0.0: 173},
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 'Varicella': {0.0: 173},
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 'Varicella': {0.0: 173},
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 'Viral': {0.0: 41, 1.0: 132}}
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 'Viral': {0.0: 41, 1.0: 132}}
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 ```
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## Annotations
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## Annotations
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[Lung Bounding Boxes](https://github.com/GeneralBlockchain/covid-19-chest-xray-lung-bounding-boxes-dataset) and [Chest X-ray Segmentation](https://github.com/GeneralBlockchain/covid-19-chest-xray-segmentations-dataset) (license: CC BY 4.0) contributed by [General Blockchain, Inc.](https://github.com/GeneralBlockchain)
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[Lung Bounding Boxes](https://github.com/GeneralBlockchain/covid-19-chest-xray-lung-bounding-boxes-dataset) and [Chest X-ray Segmentation](https://github.com/GeneralBlockchain/covid-19-chest-xray-segmentations-dataset) (license: CC BY 4.0) contributed by [General Blockchain, Inc.](https://github.com/GeneralBlockchain)
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