Datasets:
Merge branch 'main' of https://huggingface.co/datasets/khwstolle/csvps
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README.md
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- webdataset
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- pandas
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path: data/test/**/*
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---
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# Cityscapes VPS
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To convert the `train`, `val` and `test` directories into a `tar` archive, run the following command:
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```bash
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for split in train val test; do tar -cf "shards/csvps-$split-
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```
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Subsequently, the dataset can be loaded using the `webdataset` library:
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```python
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import webdataset as wds
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dataset = wds.WebDataset("shards/csvps-train-{
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```
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[^2]: Kim et al., "Video Panoptic Segmentation" (CVPR 2020)
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[^3]: Qiao et al., "Learning Visual Perception with Depth-aware Video Panoptic Segmentation" (CVPR 2021)
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- webdataset
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- pandas
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license: afl-3.0
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task_categories:
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- depth-estimation
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- image-segmentation
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- video-classification
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- object-detection
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size_categories:
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- 10K<n<100K
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---
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# Cityscapes VPS
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To convert the `train`, `val` and `test` directories into a `tar` archive, run the following command:
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```bash
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for split in train val test; do tar -cf "shards/csvps-$split-000000.tar" "data/$split" done
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```
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Subsequently, the dataset can be loaded using the `webdataset` library:
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```python
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import webdataset as wds
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dataset = wds.WebDataset("shards/csvps-train-{000000}.tar")
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```
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[^2]: Kim et al., "Video Panoptic Segmentation" (CVPR 2020)
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[^3]: Qiao et al., "Learning Visual Perception with Depth-aware Video Panoptic Segmentation" (CVPR 2021)
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