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datasets.py: 768x1024, random padding, roi based scaling . still open issue the prediction over the random padding area should be omitted from calculation

pull/2109/head
hanoch 2025-01-06 17:28:32 +02:00
parent 221429a81b
commit 772cee9084
7 changed files with 11191 additions and 0 deletions
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18
data/tir_od_center_roi_aug_list_full_res.yaml 100644
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# COCO 2017 dataset http://cocodataset.org
# download command/URL (optional)
#Make symbolic link
# sudo ln -s ~hanoch/projects/tir_frames_rois /mnt/Data/hanoch/tir_frames_rois
path: /mnt/Data/hanoch/tir_frames_rois/yolo7_tir_data_all_full_res #/home/hanoch/projects/tir_frames_rois/tir_car_44person_31 #/home/hanochk/tir_frames_rois/yolo7_tir_data
# train and val data as 1) directory: path/images/, 2) file: path/images.txt, or 3) list: [path1/images/, path2/images/]
train: ./yolov7/tir_od/tir_tifffull_size_training_set.txt #./yolov7/tir_od/training_set_yolov7941_w_center_roi.txt
val: ./yolov7/tir_od/tir_tifffull_size_validation_set.txt #./yolov7/tir_od/tir_tiff_car_person_min_size_44_31_validation_set.txt #./yolov7/tir_od/validation_set.txt #./yolov7/tir_od/val_tir_od.txt #./yolov7/tir_od/validation_set.txt # 5000 images
#test: ./tir_od/test-dev2017.txt # 20288 of 40670 images, submit to https://competitions.codalab.org/competitions/20794
# number of classes
nc: 2
# class names
names: ['car', 'person']

18
data/tir_od_overfit.yaml 100644
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# COCO 2017 dataset http://cocodataset.org
# download command/URL (optional)
#Make symbolic link
# sudo ln -s ~hanoch/projects/tir_frames_rois /mnt/Data/hanoch/tir_frames_rois
path: /mnt/Data/hanoch/tir_frames_rois/yolo7_tir_data_all #/home/hanoch/projects/tir_frames_rois/tir_car_44person_31 #/home/hanochk/tir_frames_rois/yolo7_tir_data
# train and val data as 1) directory: path/images/, 2) file: path/images.txt, or 3) list: [path1/images/, path2/images/]
train: ./yolov7/tir_od/training_set_overfit.txt #./yolov7/tir_od/training_set_yolov7941_w_center_roi.txt
val: ./yolov7/tir_od/training_set_overfit.txt #./yolov7/tir_od/tir_tiff_car_person_min_size_44_31_validation_set.txt #./yolov7/tir_od/validation_set.txt #./yolov7/tir_od/val_tir_od.txt #./yolov7/tir_od/validation_set.txt # 5000 images
#test: ./tir_od/test-dev2017.txt # 20288 of 40670 images, submit to https://competitions.codalab.org/competitions/20794
# number of classes
nc: 2
# class names
names: ['car', 'person']

962
tir_od/tir_tifffull_size_test_set.txt 100644
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./TIR2_V70_MAY23_Test51A_ML_RD_IL_2021_11_10_10_04_27_FS_210_XGA_0001_3400_GUY_210_1095.tiff
./TIR2_V70_MAY23_Test51A_ML_RD_IL_2021_11_10_10_04_27_FS_210_XGA_0001_3400_GUY_210_1110.tiff
./TIR2_V70_MAY23_Test51A_ML_RD_IL_2021_11_10_10_04_27_FS_210_XGA_0001_3400_GUY_210_1150.tiff
./TIR2_V70_MAY23_Test51A_ML_RD_IL_2021_11_10_10_04_27_FS_210_XGA_0001_3400_GUY_210_1200.tiff
./TIR4_V70_MAY23_Test51A_ML_RD_IL_2021_11_10_11_29_32_FS_210_XGA_0001_3000_GUY_210_2400.tiff
./TIR4_V70_MAY23_Test51A_ML_RD_IL_2021_11_10_11_29_32_FS_210_XGA_0001_3000_GUY_210_2440.tiff
./TIR4_V70_MAY23_Test51A_ML_RD_IL_2021_11_10_11_29_32_FS_210_XGA_0001_3000_GUY_210_2485.tiff
./TIR2_V60_DEC21_Test51A_ML_RD_IL_2021_11_04_03_11_06_FS210_XGA_0001_0743_LIEL_210_1.tiff
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./TIR1_V50_May20_Test40A_2020_02_13_15_35_07_FS_50F_XGA_0100_1100_TOM_50_1081.tiff

8386
tir_od/tir_tifffull_size_training_set.txt 100644
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1702
tir_od/tir_tifffull_size_validation_set.txt 100644
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./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1557.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_570.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_573.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_576.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_578.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_581.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_584.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_587.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_588.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_592.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_596.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_599.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_602.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_605.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_608.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_611.tiff
./TIR133_V60_JUL23_Test55A_FS_50_XGA_FS_50_XGA_00001_01192_DENIS_50_614.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1346.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1446.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1502.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1557.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1573.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1579.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1580.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1688.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1843.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1967.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1973.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_1985.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2041.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2080.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2129.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2160.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2203.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2216.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2245.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2274.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2304.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2328.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2349.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2370.tiff
./TIR141_V80_JUL23_Test55A_SY_RD_US_2023_01_18_09_02_43_FS_50_XGA_0001_3590_GUY_50_2391.tiff

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tir_od/training_set_overfit.txt 100644
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./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_923.tiff
./TIR3_V50_Test36B_JAN21_2019_11_13_06_12_53_FS_210_XGA_2850_3700_ROTEM_right_roi_210_3593.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1069.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1072.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1072.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1075.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1075.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1078.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1078.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1080.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1080.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1084.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1084.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1087.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1087.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1090.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1090.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1093.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1093.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1096.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1096.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1099.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1099.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1103.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1103.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1156.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1156.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1181.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_right_roi_210_1181.tiff
./TIR23_V50_May20_Test36B_2019_11_12_20_06_03_FS_210F_XGA_0600_4568_TOM_left_roi_210_1210.tiff
./TIR24_V50_May20_Test36B_2019_11_12_20_36_42_FS_210F_XGA_0865_0910_TOM_right_roi_210_893.tiff
./TIR24_V50_May20_Test36B_2019_11_12_20_36_42_FS_210F_XGA_0865_0910_TOM_left_roi_210_895.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3488.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3632.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3632.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3649.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3649.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3656.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3656.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3660.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3660.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3664.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3664.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3668.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3668.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3671.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3671.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3675.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3675.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3679.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3679.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3683.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3683.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3686.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3686.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3689.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3689.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3693.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3693.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_left_roi_220_3697.tiff
./TIR7_v20_Dec18_Test22C_20181128_053553_FS_210F_0001_3700_ROTEM_right_roi_220_3697.tiff
./TIR8_v20_Dec18_Test22C_20181128_041443_FS_210F_0001_1137_ROTEM_left_roi_220_1.tiff
./TIR8_v20_Dec18_Test22C_20181128_041443_FS_210F_0001_1137_ROTEM_right_roi_220_1.tiff