├── .gitattributes ├── LICENSE ├── README.md ├── __init__.py ├── config_class.py ├── dataset ├── crack_detection_224_images │ ├── a_0_10.png │ ├── a_0_11.png │ ├── a_0_15.png │ ├── a_0_16.png │ ├── a_0_21.png │ ├── a_0_26.png │ ├── a_0_27.png │ ├── a_0_31.png │ ├── a_0_32.png │ ├── a_0_37.png │ ├── a_0_42.png │ ├── a_0_43.png │ ├── a_0_48.png │ ├── a_0_54.png │ ├── a_101_4.png │ ├── a_10_0.png │ ├── a_10_1.png │ ├── a_115_241.png │ ├── a_116_7.png │ ├── a_11_7.png │ ├── a_11_8.png │ ├── a_11_9.png │ ├── a_12_6.png │ ├── a_12_7.png │ ├── a_12_8.png │ ├── a_130_7.png │ ├── a_13_0.png │ ├── a_13_1.png │ ├── a_13_3.png │ ├── a_13_6.png │ ├── a_13_7.png │ ├── a_141_7.png │ ├── a_143_0.png │ ├── a_149_37.png │ ├── a_149_38.png │ ├── a_149_46.png │ ├── a_14_0.png │ ├── a_14_2.png │ ├── a_14_3.png │ ├── a_15_0.png │ ├── a_15_1.png │ ├── a_15_2.png │ ├── a_15_3.png │ ├── a_15_7.png │ ├── a_16_0.png │ ├── a_16_2.png │ ├── a_16_3.png │ ├── a_17_0.png │ ├── a_17_2.png │ ├── a_17_3.png │ ├── a_18_1.png │ ├── a_19_0.png │ ├── a_19_1.png │ ├── a_1_0.png │ ├── a_1_2.png │ ├── a_1_3.png │ ├── a_1_5.png │ ├── a_20_0.png │ ├── a_20_1.png │ ├── a_21_2.png │ ├── a_21_3.png │ ├── a_22_3.png │ ├── a_22_4.png │ ├── a_22_5.png │ ├── a_22_6.png │ ├── a_22_7.png │ ├── a_23_4.png │ ├── a_23_5.png │ ├── a_23_6.png │ ├── a_23_7.png │ ├── a_24_0.png │ ├── a_25_0.png │ ├── a_25_1.png │ ├── a_26_0.png │ ├── a_26_1.png │ ├── a_27_0.png │ ├── a_27_1.png │ ├── a_27_3.png │ ├── a_28_0.png │ ├── a_28_1.png │ ├── a_29_0.png │ ├── a_29_2.png │ ├── a_29_3.png │ ├── a_2_2.png │ ├── a_2_3.png │ ├── a_30_1.png │ ├── a_30_11.png │ ├── a_30_2.png │ ├── a_30_3.png │ ├── a_30_4.png │ ├── a_30_5.png │ ├── a_30_6.png │ ├── a_31_16.png │ ├── a_31_17.png │ ├── a_31_26.png │ ├── a_31_40.png │ ├── a_31_41.png │ ├── a_31_42.png │ ├── a_31_44.png │ ├── a_31_49.png │ ├── a_31_56.png │ ├── a_31_57.png │ ├── a_31_58.png │ ├── a_31_65.png │ ├── a_31_66.png │ ├── a_31_67.png │ ├── a_31_73.png │ ├── a_31_74.png │ ├── a_31_8.png │ ├── a_31_82.png │ ├── a_31_83.png │ ├── a_31_90.png │ ├── a_31_91.png │ ├── a_31_92.png │ ├── a_32_10.png │ ├── a_32_2.png │ ├── a_32_4.png │ ├── a_32_5.png │ ├── a_32_7.png │ ├── a_32_9.png │ ├── a_33_6.png │ ├── a_33_7.png │ ├── a_34_10.png │ ├── a_34_11.png │ ├── a_34_12.png │ ├── a_34_13.png │ ├── a_34_18.png │ ├── a_34_19.png │ ├── a_35_0.png │ ├── a_35_1.png │ ├── a_36_5.png │ ├── a_36_6.png │ ├── a_36_7.png │ ├── a_36_8.png │ ├── a_36_9.png │ ├── a_37_0.png │ ├── a_37_1.png │ ├── a_38_0.png │ ├── a_38_1.png │ ├── a_39_1.png │ ├── a_39_2.png │ ├── a_39_3.png │ ├── a_39_4.png │ ├── a_39_5.png │ ├── a_3_1.png │ ├── a_3_2.png │ ├── a_3_3.png │ ├── a_3_4.png │ ├── a_40_0.png │ ├── a_40_1.png │ ├── a_40_2.png │ ├── a_4_1.png │ ├── a_4_2.png │ ├── a_4_4.png │ ├── a_5_28.png │ ├── a_5_38.png │ ├── a_5_39.png │ ├── a_5_40.png │ ├── a_5_41.png │ ├── a_5_42.png │ ├── a_5_43.png │ ├── a_5_44.png │ ├── a_5_45.png │ ├── a_5_46.png │ ├── a_5_47.png │ ├── a_5_48.png │ ├── a_5_49.png │ ├── a_6_27.png │ ├── a_6_28.png │ ├── a_6_29.png │ ├── a_6_30.png │ ├── a_6_31.png │ ├── a_6_32.png │ ├── a_6_41.png │ ├── a_6_42.png │ ├── a_6_43.png │ ├── a_6_52.png │ ├── a_6_53.png │ ├── a_76_1.png │ ├── a_76_2.png │ ├── a_76_4.png │ ├── a_76_9.png │ ├── a_79_31.png │ ├── a_7_0.png │ ├── a_7_1.png │ ├── a_7_2.png │ ├── a_80_1.png │ ├── a_83_2.png │ ├── a_88_0.png │ ├── a_8_2.png │ ├── a_8_5.png │ ├── a_8_7.png │ ├── a_8_8.png │ ├── a_8_9.png │ ├── a_9_3.png │ ├── a_9_4.png │ ├── a_9_6.png │ ├── b_34_3.png │ ├── b_35_1.png │ ├── b_38_0.png │ ├── b_38_1.png │ ├── b_38_3.png │ ├── c_0_111.png │ ├── c_0_176.png │ ├── c_13_130.png │ ├── c_13_131.png │ ├── c_13_136.png │ ├── c_13_146.png │ ├── c_14_150.png │ ├── c_14_160.png │ ├── c_24_248.png │ ├── c_24_249.png │ ├── c_24_250.png │ ├── c_25_176.png │ ├── c_30_139.png │ ├── c_31_157.png │ ├── c_32_228.png │ ├── c_32_229.png │ ├── c_38_196.png │ ├── c_38_197.png │ ├── c_38_198.png │ ├── c_38_252.png │ ├── c_38_253.png │ ├── c_6_148.png │ ├── c_6_157.png │ ├── c_9_158.png │ ├── c_9_70.png │ ├── d_5_127.png │ ├── d_9_170.png │ ├── h_25_154.png │ ├── h_25_176.png │ ├── h_34_155.png │ ├── h_37_176.png │ ├── h_3_194.png │ ├── h_40_93.png │ ├── h_41_112.png │ ├── h_41_244.png │ ├── h_41_259.png │ ├── h_41_68.png │ └── h_6_165.png └── crack_detection_224_masks │ ├── a_0_10.png │ ├── a_0_11.png │ ├── a_0_15.png │ ├── a_0_16.png │ ├── a_0_21.png │ ├── a_0_26.png │ ├── a_0_27.png │ ├── a_0_31.png │ ├── a_0_32.png │ ├── a_0_37.png │ ├── a_0_42.png │ ├── a_0_43.png │ ├── a_0_48.png │ ├── a_0_54.png │ ├── a_101_4.png │ ├── a_10_0.png │ ├── a_10_1.png │ ├── a_115_241.png │ ├── a_116_7.png │ ├── a_11_7.png │ ├── a_11_8.png │ ├── a_11_9.png │ ├── a_12_6.png │ ├── a_12_7.png │ ├── a_12_8.png │ ├── a_130_7.png │ ├── a_13_0.png │ ├── a_13_1.png │ ├── a_13_3.png │ ├── a_13_6.png │ ├── a_13_7.png │ ├── a_141_7.png │ ├── a_143_0.png │ ├── a_149_37.png │ ├── a_149_38.png │ ├── a_149_46.png │ ├── a_14_0.png │ ├── a_14_2.png │ ├── a_14_3.png │ ├── a_15_0.png │ ├── a_15_1.png │ ├── a_15_2.png │ ├── a_15_3.png │ ├── a_15_7.png │ ├── a_16_0.png │ ├── a_16_2.png │ ├── a_16_3.png │ ├── a_17_0.png │ ├── a_17_2.png │ ├── a_17_3.png │ ├── a_18_1.png │ ├── a_19_0.png │ ├── a_19_1.png │ ├── a_1_0.png │ ├── a_1_2.png │ ├── a_1_3.png │ ├── a_1_5.png │ ├── a_20_0.png │ ├── a_20_1.png │ ├── a_21_2.png │ ├── a_21_3.png │ ├── a_22_3.png │ ├── a_22_4.png │ ├── a_22_5.png │ ├── a_22_6.png │ ├── a_22_7.png │ ├── a_23_4.png │ ├── a_23_5.png │ ├── a_23_6.png │ ├── a_23_7.png │ ├── a_24_0.png │ ├── a_25_0.png │ ├── a_25_1.png │ ├── a_26_0.png │ ├── a_26_1.png │ ├── a_27_0.png │ ├── a_27_1.png │ ├── a_27_3.png │ ├── a_28_0.png │ ├── a_28_1.png │ ├── a_29_0.png │ ├── a_29_2.png │ ├── a_29_3.png │ ├── a_2_2.png │ ├── a_2_3.png │ ├── a_30_1.png │ ├── a_30_11.png │ ├── a_30_2.png │ ├── a_30_3.png │ ├── a_30_4.png │ ├── a_30_5.png │ ├── a_30_6.png │ ├── a_31_16.png │ ├── a_31_17.png │ ├── a_31_26.png │ ├── a_31_40.png │ ├── a_31_41.png │ ├── a_31_42.png │ ├── a_31_44.png │ ├── a_31_49.png │ ├── a_31_56.png │ ├── a_31_57.png │ ├── a_31_58.png │ ├── a_31_65.png │ ├── a_31_66.png │ ├── a_31_67.png │ ├── a_31_73.png │ ├── a_31_74.png │ ├── a_31_8.png │ ├── a_31_82.png │ ├── a_31_83.png │ ├── a_31_90.png │ ├── a_31_91.png │ ├── a_31_92.png │ ├── a_32_10.png │ ├── a_32_2.png │ ├── a_32_4.png │ ├── a_32_5.png │ ├── a_32_7.png │ ├── a_32_9.png │ ├── a_33_6.png │ ├── a_33_7.png │ ├── a_34_10.png │ ├── a_34_11.png │ ├── a_34_12.png │ ├── a_34_13.png │ ├── a_34_18.png │ ├── a_34_19.png │ ├── a_35_0.png │ ├── a_35_1.png │ ├── a_36_5.png │ ├── a_36_6.png │ ├── a_36_7.png │ ├── a_36_8.png │ ├── a_36_9.png │ ├── a_37_0.png │ ├── a_37_1.png │ ├── a_38_0.png │ ├── a_38_1.png │ ├── a_39_1.png │ ├── a_39_2.png │ ├── a_39_3.png │ ├── a_39_4.png │ ├── a_39_5.png │ ├── a_3_1.png │ ├── a_3_2.png │ ├── a_3_3.png │ ├── a_3_4.png │ ├── a_40_0.png │ ├── a_40_1.png │ ├── a_40_2.png │ ├── a_4_1.png │ ├── a_4_2.png │ ├── a_4_4.png │ ├── a_5_28.png │ ├── a_5_38.png │ ├── a_5_39.png │ ├── a_5_40.png │ ├── a_5_41.png │ ├── a_5_42.png │ ├── a_5_43.png │ ├── a_5_44.png │ ├── a_5_45.png │ ├── a_5_46.png │ ├── a_5_47.png │ ├── a_5_48.png │ ├── a_5_49.png │ ├── a_6_27.png │ ├── a_6_28.png │ ├── a_6_29.png │ ├── a_6_30.png │ ├── a_6_31.png │ ├── a_6_32.png │ ├── a_6_41.png │ ├── a_6_42.png │ ├── a_6_43.png │ ├── a_6_52.png │ ├── a_6_53.png │ ├── a_76_1.png │ ├── a_76_2.png │ ├── a_76_4.png │ ├── a_76_9.png │ ├── a_79_31.png │ ├── a_7_0.png │ ├── a_7_1.png │ ├── a_7_2.png │ ├── a_80_1.png │ ├── a_83_2.png │ ├── a_88_0.png │ ├── a_8_2.png │ ├── a_8_5.png │ ├── a_8_7.png │ ├── a_8_8.png │ ├── a_8_9.png │ ├── a_9_3.png │ ├── a_9_4.png │ ├── a_9_6.png │ ├── b_34_3.png │ ├── b_35_1.png │ ├── b_38_0.png │ ├── b_38_1.png │ ├── b_38_3.png │ ├── c_0_111.png │ ├── c_0_176.png │ ├── c_13_130.png │ ├── c_13_131.png │ ├── c_13_136.png │ ├── c_13_146.png │ ├── c_14_150.png │ ├── c_14_160.png │ ├── c_24_248.png │ ├── c_24_249.png │ ├── c_24_250.png │ ├── c_25_176.png │ ├── c_30_139.png │ ├── c_31_157.png │ ├── c_32_228.png │ ├── c_32_229.png │ ├── c_38_196.png │ ├── c_38_197.png │ ├── c_38_198.png │ ├── c_38_252.png │ ├── c_38_253.png │ ├── c_6_148.png │ ├── c_6_157.png │ ├── c_9_158.png │ ├── c_9_70.png │ ├── d_5_127.png │ ├── d_9_170.png │ ├── h_25_154.png │ ├── h_25_176.png │ ├── h_34_155.png │ ├── h_37_176.png │ ├── h_3_194.png │ ├── h_40_93.png │ ├── h_41_112.png │ ├── h_41_244.png │ ├── h_41_259.png │ ├── h_41_68.png │ └── h_6_165.png ├── dataset_sample ├── masonry_dataset_v0.png ├── masonry_dataset_v1.png ├── masonry_dataset_v2.png ├── masonry_dataset_v3.png └── masonry_dataset_v4.png ├── evaluate_class.py ├── images ├── Dais_et_al_Automatic_Crack_Detection_on_Masonry.png ├── Feature Pyramid Network.png ├── Unet.png ├── counter file.png ├── crack_detection.png ├── crack_detection_1.png ├── encoder-decoder architecture of Fully Convolutional Networks.png ├── images.png ├── masks.png ├── networks.png ├── output folder.png ├── patch classification - crack.png ├── patch classification - non crack.png ├── predictions.png ├── predictions_repo.png └── weights.png ├── loss_class.py ├── metrics_class.py ├── network_class.py ├── networks ├── Unet.py ├── __init__.py └── add_regularization.py ├── optimizer_class.py ├── subroutines ├── HDF5 │ ├── __init__.py │ ├── hdf5datasetgenerator_mask.py │ └── hdf5datasetwriter_mask.py ├── callbacks │ ├── __init__.py │ ├── epochcheckpoint.py │ └── trainingmonitor.py ├── loss_metric │ ├── __init__.py │ └── loss_metric.py ├── visualize_model │ ├── __init__.py │ └── visualize_model.py └── visualize_predictions │ ├── __init__.py │ └── visualize_predictions.py └── train_evaluate.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dimitrisdais/crack_detection_CNN_masonry/HEAD/.gitattributes -------------------------------------------------------------------------------- /LICENSE: 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