├── files ├── text.txt ├── test_0.png ├── test_1.png ├── test_2.png ├── test_3.png ├── test_4.png ├── test_0_dpn.png ├── test_0_gt.png ├── test_1_dpn.png ├── test_1_gt.png ├── test_2_dpn.png ├── test_2_gt.png ├── test_3_dpn.png ├── test_3_gt.png ├── test_4_dpn.png ├── test_4_gt.png ├── test_0_dpnvgg.png ├── test_0_spcnn.png ├── test_1_dpnvgg.png ├── test_1_spcnn.png ├── test_2_dpnvgg.png ├── test_2_spcnn.png ├── test_3_dpnvgg.png ├── test_3_spcnn.png ├── test_4_dpnvgg.png └── test_4_spcnn.png └── README.md /files/text.txt: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /files/test_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/savasozkan/cloud_detection/HEAD/files/test_0.png -------------------------------------------------------------------------------- /files/test_1.png: 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/files/test_2_dpnvgg.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/savasozkan/cloud_detection/HEAD/files/test_2_dpnvgg.png -------------------------------------------------------------------------------- /files/test_2_spcnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/savasozkan/cloud_detection/HEAD/files/test_2_spcnn.png -------------------------------------------------------------------------------- /files/test_3_dpnvgg.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/savasozkan/cloud_detection/HEAD/files/test_3_dpnvgg.png -------------------------------------------------------------------------------- /files/test_3_spcnn.png: -------------------------------------------------------------------------------- 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Tensorflow model will be released from this page very soon. 6 | 7 | ## Experimental Results 8 | 9 | RGB Color Images 10 |

11 | 12 | 13 | 14 | 15 | 16 |

17 | 18 | Ground Truth 19 |

20 | 21 | 22 | 23 | 24 | 25 |

26 | 27 | DPN+VGG-19 (Ours) 28 |

29 | 30 | 31 | 32 | 33 | 34 |

35 | 36 | DPN 37 |

38 | 39 | 40 | 41 | 42 | 43 |

44 | 45 | SP+CNN 46 |

47 | 48 | 49 | 50 | 51 | 52 |

53 | 54 | ## References 55 | 56 | Please cite the following paper: 57 | 58 | [1] Savas Ozkan, Mehmet Efendioglu and Caner Demirpolat, Cloud Detection From RGB Color Remote Sensing Images With Deep Pyramid Networks, arXiv:1708.07335: 59 | ``` 60 | @article{ozkan18cloud, 61 | title={Cloud Detection From RGB Color Remote Sensing Images With Deep Pyramid Networks}, 62 | author={Ozkan, Savas and Efendioglu, Mehmet and Demirpolat, Caner}, 63 | journal={arXiv preprint arXiv:1801.08706}, 64 | year={2018}, 65 | } 66 | ``` 67 | --------------------------------------------------------------------------------