Data Structure ?
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Data Structure ?
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README.md
文脈
分類アルゴリズムの頑健性をテストするためのノイズのある背景を持つ合成数字。
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内容
このデータセットには、ランダムな背景に埋め込まれた英数字の合成生成画像が12,000枚含まれています。画像は、さまざまなフォント、色、スケール、回転で生成されています。背景は、[***COCO***][4]データセットの[***サブセット***][3]からランダムに選択されています。
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謝辞
@article{roy2018effects,
title={Effects of Degradations on Deep Neural Network Architectures},
author={Roy, Prasun and Ghosh, Subhankar and Bhattacharya, Saumik and Pal, Umapada},
journal={arXiv preprint arXiv:1807.10108},
year={2018}
} このデータセットは、[***Effects of Degradations on Deep Neural Network Architectures***][1]に関する研究のベンチマークデータセットとして作成されました。
ソースコードは[***GitHub***][2]で公開されています。 [1]: https://arxiv.org/abs/1807.10108 [2]: https://github.com/prasunroy/cnn-on-degraded-images [3]: http://images.cocodataset.org/zips/val2017.zip [4]: http://cocodataset.org
title={Effects of Degradations on Deep Neural Network Architectures},
author={Roy, Prasun and Ghosh, Subhankar and Bhattacharya, Saumik and Pal, Umapada},
journal={arXiv preprint arXiv:1807.10108},
year={2018}
} このデータセットは、[***Effects of Degradations on Deep Neural Network Architectures***][1]に関する研究のベンチマークデータセットとして作成されました。
ソースコードは[***GitHub***][2]で公開されています。 [1]: https://arxiv.org/abs/1807.10108 [2]: https://github.com/prasunroy/cnn-on-degraded-images [3]: http://images.cocodataset.org/zips/val2017.zip [4]: http://cocodataset.org
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