├── DATA_PROCESS ├── LUNA_mask_extraction.py ├── LUNA_segment_lung_ROI.py └── Results_Plot.py ├── LICENSE ├── README.md ├── Results ├── Results 1.JPG └── Results 2.JPG └── UNET ├── Code ├── LUNA_unet.py └── visualizeFilters.py ├── Logs └── LUNA_unet.log └── ModelWeights ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_01.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_02.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_03.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_04.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_05.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_06.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_07.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_08.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_09.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_10.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_11.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_12.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_13.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_14.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_15.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_16.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_17.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_18.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_19.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_20.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_21.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_22.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_23.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_24.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_25.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_26.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_27.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_28.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_29.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_30.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_31.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_32.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_33.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_34.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_35.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_36.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_37.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_38.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_39.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_40.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_41.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_42.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_43.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_44.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_45.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_46.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_47.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_48.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_49.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_50.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_51.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_52.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_53.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_54.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_55.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_56.npy ├── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_57.npy └── model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_58.npy /DATA_PROCESS/LUNA_mask_extraction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/DATA_PROCESS/LUNA_mask_extraction.py -------------------------------------------------------------------------------- /DATA_PROCESS/LUNA_segment_lung_ROI.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/DATA_PROCESS/LUNA_segment_lung_ROI.py -------------------------------------------------------------------------------- /DATA_PROCESS/Results_Plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/DATA_PROCESS/Results_Plot.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/README.md -------------------------------------------------------------------------------- /Results/Results 1.JPG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/Results/Results 1.JPG -------------------------------------------------------------------------------- /Results/Results 2.JPG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/Results/Results 2.JPG -------------------------------------------------------------------------------- /UNET/Code/LUNA_unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/Code/LUNA_unet.py -------------------------------------------------------------------------------- /UNET/Code/visualizeFilters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/Code/visualizeFilters.py -------------------------------------------------------------------------------- /UNET/Logs/LUNA_unet.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/Logs/LUNA_unet.log -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_01.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_01.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_02.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_02.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_03.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_03.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_04.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_04.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_05.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_05.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_06.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_06.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_07.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_07.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_08.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_08.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_09.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_09.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_10.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_10.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_11.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_11.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_12.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_12.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_13.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_13.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_14.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_14.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_15.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_15.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_16.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_16.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_17.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_17.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_18.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_18.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_19.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_19.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_20.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_20.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_21.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_21.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_22.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_22.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_23.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_23.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_24.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_24.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_25.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_25.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_26.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_26.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_27.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_27.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_28.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_28.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_29.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_29.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_30.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_30.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_31.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_31.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_32.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_32.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_33.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_33.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_34.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_34.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_35.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_35.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_36.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_36.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_37.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_37.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_38.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_38.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_39.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_39.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_40.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_40.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_41.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_41.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_42.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_42.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_43.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_43.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_44.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_44.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_45.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_45.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_46.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_46.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_47.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_47.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_48.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_48.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_49.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_49.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_50.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_50.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_51.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_51.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_52.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_52.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_53.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_53.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_54.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_54.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_55.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_55.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_56.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_56.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_57.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_57.npy -------------------------------------------------------------------------------- /UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_58.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codedecde/Luna2016-Lung-Nodule-Detection/HEAD/UNET/ModelWeights/model__script_on_epoch_319_lr_0.001_WITH_STRIDES_3_FILTER_WIDTH_3.weights_58.npy --------------------------------------------------------------------------------