diff --git a/SmallObjectAugmentation/aug.py b/SmallObjectAugmentation/aug.py
index 50e18b2f..2ccc8aa0 100644
--- a/SmallObjectAugmentation/aug.py
+++ b/SmallObjectAugmentation/aug.py
@@ -115,6 +115,7 @@ def copysmallobjects2(image_dir, label_dir, save_base_dir, small_img_dir):
     for small_img_dirs in small_img_dir:
         image_bbox = cv2.imread(small_img_dirs)
         #roi = image_bbox
+        # TODO
         roi = suo_fang(image_bbox,area_max=3000,area_min=1500)
 
         new_bboxes = random_add_patches2(roi.shape, rescale_labels, image.shape, paste_number=1, iou_thresh=0)
diff --git a/SmallObjectAugmentation/crop_img.py b/SmallObjectAugmentation/crop_img.py
new file mode 100644
index 00000000..132c822f
--- /dev/null
+++ b/SmallObjectAugmentation/crop_img.py
@@ -0,0 +1,53 @@
+import os
+import shutil
+from os.path import join
+import cv2
+import glob
+
+root_dir = "./dpjsamplecrop"
+save_dir = "./dpjcrops"
+
+jpg_list = glob.glob(root_dir + "/*.jpg")
+
+
+fo = open("dpj_small.txt", "w")
+
+for jpg_path in jpg_list:
+    # jpg_path = jpg_list[3]
+    txt_path = jpg_path.replace("jpg", "txt")
+    jpg_name = os.path.basename(jpg_path)
+
+    f = open(txt_path, "r")
+
+    img = cv2.imread(jpg_path)
+
+    height, width, channel = img.shape
+
+    file_contents = f.readlines()
+
+    for num, file_content in enumerate(file_contents):
+        print(num)
+        clss, xc, yc, w, h = file_content.split()
+        xc, yc, w, h = float(xc), float(yc), float(w), float(h)
+
+        xc *= width
+        yc *= height
+        w *= width
+        h *= height
+
+        half_w, half_h = w // 2, h // 2
+
+        x1, y1 = int(xc - half_w), int(yc - half_h)
+        x2, y2 = int(xc + half_w), int(yc + half_h)
+
+        crop_img = img[y1:y2, x1:x2]
+
+        new_jpg_name = jpg_name.split('.')[0] + "_crop_" + str(num) + ".jpg"
+        cv2.imwrite(os.path.join(save_dir, new_jpg_name), crop_img)
+        # cv2.imshow("croped",crop_img)
+        # cv2.waitKey(0)
+        fo.write(os.path.join(save_dir, new_jpg_name)+"\n")
+
+    f.close()
+
+fo.close()
\ No newline at end of file
diff --git a/SmallObjectAugmentation/demo.py b/SmallObjectAugmentation/demo.py
index c1b91ce1..4c85229e 100644
--- a/SmallObjectAugmentation/demo.py
+++ b/SmallObjectAugmentation/demo.py
@@ -1,21 +1,23 @@
-import aug as am
-import Helpers as hp
-from util import *
 import os
+import random
 from os.path import join
+
 from tqdm import tqdm
-import random
+
+import aug as am
+import Helpers as hp
+from util import *
 
 base_dir = os.getcwd()
 
-save_base_dir = join(base_dir, 'save')
+save_base_dir = join(base_dir, 'dpjsave')
 
 check_dir(save_base_dir)
 
-imgs_dir = [f.strip() for f in open(join(base_dir, 'train.txt')).readlines()]
+imgs_dir = [f.strip() for f in open(join(base_dir, 'dpj_train.txt')).readlines()]
 labels_dir = hp.replace_labels(imgs_dir)
 
-small_imgs_dir = [f.strip() for f in open(join(base_dir, 'small.txt')).readlines()]
+small_imgs_dir = [f.strip() for f in open(join(base_dir, 'dpj_small.txt')).readlines()]
 random.shuffle(small_imgs_dir)
 
 for image_dir, label_dir in tqdm(zip(imgs_dir, labels_dir)):
@@ -23,7 +25,7 @@
     for x in range(8):
         if small_imgs_dir == []:
             #exit()
-            small_imgs_dir = [f.strip() for f in open(join(base_dir,'small.txt')).readlines()]
+            small_imgs_dir = [f.strip() for f in open(join(base_dir,'dpj_small.txt')).readlines()]
             random.shuffle(small_imgs_dir)
         small_img.append(small_imgs_dir.pop())
     am.copysmallobjects2(image_dir, label_dir, save_base_dir,small_img)
diff --git a/SmallObjectAugmentation/dpj_small.txt b/SmallObjectAugmentation/dpj_small.txt
new file mode 100644
index 00000000..c020cea8
--- /dev/null
+++ b/SmallObjectAugmentation/dpj_small.txt
@@ -0,0 +1,193 @@
+./dpjcrops\1070_crop_0.jpg
+./dpjcrops\109_crop_0.jpg
+./dpjcrops\1169_crop_0.jpg
+./dpjcrops\117_crop_0.jpg
+./dpjcrops\1262_crop_0.jpg
+./dpjcrops\1322_crop_0.jpg
+./dpjcrops\1392_crop_0.jpg
+./dpjcrops\1394_crop_0.jpg
+./dpjcrops\1445_crop_0.jpg
+./dpjcrops\1507_crop_0.jpg
+./dpjcrops\152_crop_0.jpg
+./dpjcrops\158_crop_0.jpg
+./dpjcrops\1724_crop_0.jpg
+./dpjcrops\1728_crop_0.jpg
+./dpjcrops\1757_crop_0.jpg
+./dpjcrops\1783_crop_0.jpg
+./dpjcrops\1790_crop_0.jpg
+./dpjcrops\1817_crop_0.jpg
+./dpjcrops\1820_crop_0.jpg
+./dpjcrops\1822_crop_0.jpg
+./dpjcrops\1865_crop_0.jpg
+./dpjcrops\1890_crop_0.jpg
+./dpjcrops\1890_crop_1.jpg
+./dpjcrops\1896_crop_0.jpg
+./dpjcrops\1896_crop_1.jpg
+./dpjcrops\1919_crop_0.jpg
+./dpjcrops\1919_crop_1.jpg
+./dpjcrops\192_crop_0.jpg
+./dpjcrops\1920_crop_0.jpg
+./dpjcrops\1920_crop_1.jpg
+./dpjcrops\1939_crop_0.jpg
+./dpjcrops\1956_crop_0.jpg
+./dpjcrops\1965_crop_0.jpg
+./dpjcrops\1976_crop_0.jpg
+./dpjcrops\2007_crop_0.jpg
+./dpjcrops\2049_crop_0.jpg
+./dpjcrops\2050_crop_0.jpg
+./dpjcrops\2131_crop_0.jpg
+./dpjcrops\2146_crop_0.jpg
+./dpjcrops\2150_crop_0.jpg
+./dpjcrops\2174_crop_0.jpg
+./dpjcrops\2185_crop_0.jpg
+./dpjcrops\2203_crop_0.jpg
+./dpjcrops\2216_crop_0.jpg
+./dpjcrops\2223_crop_0.jpg
+./dpjcrops\2253_crop_0.jpg
+./dpjcrops\2254_crop_0.jpg
+./dpjcrops\2276_crop_0.jpg
+./dpjcrops\2277_crop_0.jpg
+./dpjcrops\2277_crop_1.jpg
+./dpjcrops\2290_crop_0.jpg
+./dpjcrops\2305_crop_0.jpg
+./dpjcrops\2310_crop_0.jpg
+./dpjcrops\2330_crop_0.jpg
+./dpjcrops\2361_crop_0.jpg
+./dpjcrops\2501_crop_0.jpg
+./dpjcrops\254_crop_0.jpg
+./dpjcrops\258_crop_0.jpg
+./dpjcrops\260_crop_0.jpg
+./dpjcrops\2659_crop_0.jpg
+./dpjcrops\274_crop_0.jpg
+./dpjcrops\276_crop_0.jpg
+./dpjcrops\288_crop_0.jpg
+./dpjcrops\293_crop_0.jpg
+./dpjcrops\3017_crop_0.jpg
+./dpjcrops\307_crop_0.jpg
+./dpjcrops\3114_crop_0.jpg
+./dpjcrops\321_crop_0.jpg
+./dpjcrops\3267_crop_0.jpg
+./dpjcrops\3267_crop_1.jpg
+./dpjcrops\3267_crop_2.jpg
+./dpjcrops\3267_crop_3.jpg
+./dpjcrops\3267_crop_4.jpg
+./dpjcrops\3268_crop_0.jpg
+./dpjcrops\3269_010_crop_0.jpg
+./dpjcrops\3269_010_crop_1.jpg
+./dpjcrops\3269_010_crop_2.jpg
+./dpjcrops\3269_010_crop_3.jpg
+./dpjcrops\3269_010_crop_4.jpg
+./dpjcrops\3270_crop_0.jpg
+./dpjcrops\3271_crop_0.jpg
+./dpjcrops\3271_crop_1.jpg
+./dpjcrops\3271_crop_2.jpg
+./dpjcrops\3271_crop_3.jpg
+./dpjcrops\3272_crop_0.jpg
+./dpjcrops\3273_crop_0.jpg
+./dpjcrops\3274_crop_0.jpg
+./dpjcrops\3274_crop_1.jpg
+./dpjcrops\3274_crop_2.jpg
+./dpjcrops\3274_crop_3.jpg
+./dpjcrops\3274_crop_4.jpg
+./dpjcrops\3275_crop_0.jpg
+./dpjcrops\3276_crop_0.jpg
+./dpjcrops\3277_crop_0.jpg
+./dpjcrops\3277_crop_1.jpg
+./dpjcrops\3277_crop_2.jpg
+./dpjcrops\3277_crop_3.jpg
+./dpjcrops\3278_crop_0.jpg
+./dpjcrops\3279_crop_0.jpg
+./dpjcrops\3280_crop_0.jpg
+./dpjcrops\3281_crop_0.jpg
+./dpjcrops\3281_026_crop_0.jpg
+./dpjcrops\3282_crop_0.jpg
+./dpjcrops\3282_crop_1.jpg
+./dpjcrops\3282_crop_2.jpg
+./dpjcrops\3282_crop_3.jpg
+./dpjcrops\3283_09_crop_0.jpg
+./dpjcrops\3284_crop_0.jpg
+./dpjcrops\3287_crop_0.jpg
+./dpjcrops\3287_crop_1.jpg
+./dpjcrops\3287_crop_2.jpg
+./dpjcrops\3287_crop_3.jpg
+./dpjcrops\3287_crop_4.jpg
+./dpjcrops\3287_crop_5.jpg
+./dpjcrops\3287_crop_6.jpg
+./dpjcrops\3287_crop_7.jpg
+./dpjcrops\3288_crop_0.jpg
+./dpjcrops\3289_05_crop_0.jpg
+./dpjcrops\3293_crop_0.jpg
+./dpjcrops\3294_crop_0.jpg
+./dpjcrops\3295_crop_0.jpg
+./dpjcrops\3298_crop_0.jpg
+./dpjcrops\3299_crop_0.jpg
+./dpjcrops\3300_crop_0.jpg
+./dpjcrops\3306_crop_0.jpg
+./dpjcrops\3307_crop_0.jpg
+./dpjcrops\3309_crop_0.jpg
+./dpjcrops\3310_crop_0.jpg
+./dpjcrops\3312_crop_0.jpg
+./dpjcrops\3313_crop_0.jpg
+./dpjcrops\3316_crop_0.jpg
+./dpjcrops\3318_crop_0.jpg
+./dpjcrops\3320_crop_0.jpg
+./dpjcrops\3321_crop_0.jpg
+./dpjcrops\3322_crop_0.jpg
+./dpjcrops\3324_crop_0.jpg
+./dpjcrops\3326_crop_0.jpg
+./dpjcrops\3329_crop_0.jpg
+./dpjcrops\3333_crop_0.jpg
+./dpjcrops\3340_crop_0.jpg
+./dpjcrops\335_crop_0.jpg
+./dpjcrops\3355_crop_0.jpg
+./dpjcrops\3388_crop_0.jpg
+./dpjcrops\3389_crop_0.jpg
+./dpjcrops\3390_crop_0.jpg
+./dpjcrops\3405_crop_0.jpg
+./dpjcrops\3410_crop_0.jpg
+./dpjcrops\3419_crop_0.jpg
+./dpjcrops\3432_crop_0.jpg
+./dpjcrops\349_crop_0.jpg
+./dpjcrops\3499_crop_0.jpg
+./dpjcrops\3499_crop_1.jpg
+./dpjcrops\3502_crop_0.jpg
+./dpjcrops\3502_crop_1.jpg
+./dpjcrops\3507_crop_0.jpg
+./dpjcrops\3508_crop_0.jpg
+./dpjcrops\3508_crop_1.jpg
+./dpjcrops\3525_crop_0.jpg
+./dpjcrops\357_crop_0.jpg
+./dpjcrops\3573_crop_0.jpg
+./dpjcrops\359_crop_0.jpg
+./dpjcrops\3591_crop_0.jpg
+./dpjcrops\3600_crop_0.jpg
+./dpjcrops\3620_crop_0.jpg
+./dpjcrops\3742_crop_0.jpg
+./dpjcrops\3760_crop_0.jpg
+./dpjcrops\3781_crop_0.jpg
+./dpjcrops\3784_crop_0.jpg
+./dpjcrops\3817_crop_0.jpg
+./dpjcrops\3820_crop_0.jpg
+./dpjcrops\3846_crop_0.jpg
+./dpjcrops\3886_crop_0.jpg
+./dpjcrops\3894_crop_0.jpg
+./dpjcrops\393_crop_0.jpg
+./dpjcrops\399_crop_0.jpg
+./dpjcrops\406_crop_0.jpg
+./dpjcrops\426_crop_0.jpg
+./dpjcrops\426_crop_1.jpg
+./dpjcrops\429_crop_0.jpg
+./dpjcrops\488_crop_0.jpg
+./dpjcrops\510_crop_0.jpg
+./dpjcrops\574_crop_0.jpg
+./dpjcrops\576_crop_0.jpg
+./dpjcrops\581_crop_0.jpg
+./dpjcrops\59_crop_0.jpg
+./dpjcrops\594_crop_0.jpg
+./dpjcrops\601_crop_0.jpg
+./dpjcrops\617_crop_0.jpg
+./dpjcrops\68_crop_0.jpg
+./dpjcrops\69_crop_0.jpg
+./dpjcrops\847_crop_0.jpg
+./dpjcrops\992_crop_0.jpg
+./dpjcrops\997_crop_0.jpg
diff --git a/SmallObjectAugmentation/dpj_train.txt b/SmallObjectAugmentation/dpj_train.txt
new file mode 100644
index 00000000..74558ca0
--- /dev/null
+++ b/SmallObjectAugmentation/dpj_train.txt
@@ -0,0 +1,56 @@
+./dpjsamplecrop\125.jpg
+./dpjsamplecrop\193.jpg
+./dpjsamplecrop\273.jpg
+./dpjsamplecrop\173.jpg
+./dpjsamplecrop\194.jpg
+./dpjsamplecrop\452.jpg
+./dpjsamplecrop\465.jpg
+./dpjsamplecrop\505.jpg
+./dpjsamplecrop\876.jpg
+./dpjsamplecrop\1527.jpg
+./dpjsamplecrop\1076.jpg
+./dpjsamplecrop\883.jpg
+./dpjsamplecrop\1120.jpg
+./dpjsamplecrop\1501.jpg
+./dpjsamplecrop\717.jpg
+./dpjsamplecrop\1118.jpg
+./dpjsamplecrop\2124.jpg
+./dpjsamplecrop\2233.jpg
+./dpjsamplecrop\1869.jpg
+./dpjsamplecrop\1976.jpg
+./dpjsamplecrop\2019.jpg
+./dpjsamplecrop\2213.jpg
+./dpjsamplecrop\2067.jpg
+./dpjsamplecrop\2032.jpg
+./dpjsamplecrop\3046.jpg
+./dpjsamplecrop\1903.jpg
+./dpjsamplecrop\619.jpg
+./dpjsamplecrop\3118.jpg
+./dpjsamplecrop\3313_06.jpg
+./dpjsamplecrop\16.jpg
+./dpjsamplecrop\2189.jpg
+./dpjsamplecrop\3296_03.jpg
+./dpjsamplecrop\3277.jpg
+./dpjsamplecrop\3268.jpg
+./dpjsamplecrop\3274.jpg
+./dpjsamplecrop\3275.jpg
+./dpjsamplecrop\3270.jpg
+./dpjsamplecrop\3278.jpg
+./dpjsamplecrop\3271.jpg
+./dpjsamplecrop\3281.jpg
+./dpjsamplecrop\3291.jpg
+./dpjsamplecrop\3301.jpg
+./dpjsamplecrop\3296.jpg
+./dpjsamplecrop\3325.jpg
+./dpjsamplecrop\3304.jpg
+./dpjsamplecrop\3323.jpg
+./dpjsamplecrop\3284.jpg
+./dpjsamplecrop\3309.jpg
+./dpjsamplecrop\3677.jpg
+./dpjsamplecrop\3685.jpg
+./dpjsamplecrop\3858.jpg
+./dpjsamplecrop\3712.jpg
+./dpjsamplecrop\3880.jpg
+./dpjsamplecrop\3800.jpg
+./dpjsamplecrop\3864.jpg
+./dpjsamplecrop\3787.jpg
diff --git a/SmallObjectAugmentation/dpjimagetxt/3266.txt b/SmallObjectAugmentation/dpjimagetxt/3266.txt
new file mode 100644
index 00000000..7c7b1184
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3266.txt
@@ -0,0 +1 @@
+0 0.5954545454545455 0.23928571428571427 0.05454545454545454 0.07857142857142857
diff --git a/SmallObjectAugmentation/dpjimagetxt/3267.txt b/SmallObjectAugmentation/dpjimagetxt/3267.txt
new file mode 100644
index 00000000..3fe3e57c
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3267.txt
@@ -0,0 +1,5 @@
+0 0.56171875 0.153125 0.035937500000000004 0.04375
+0 0.95234375 0.12395833333333334 0.026562500000000003 0.04375
+0 0.6570312500000001 0.140625 0.035937500000000004 0.03958333333333333
+0 0.7296875 0.15208333333333332 0.034375 0.041666666666666664
+0 0.846875 0.12395833333333334 0.034375 0.04791666666666666
diff --git a/SmallObjectAugmentation/dpjimagetxt/3268.txt b/SmallObjectAugmentation/dpjimagetxt/3268.txt
new file mode 100644
index 00000000..178b335a
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3268.txt
@@ -0,0 +1 @@
+0 0.5909090909090908 0.2357142857142857 0.06363636363636363 0.09999999999999999
diff --git a/SmallObjectAugmentation/dpjimagetxt/3269.txt b/SmallObjectAugmentation/dpjimagetxt/3269.txt
new file mode 100644
index 00000000..f30bee9e
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3269.txt
@@ -0,0 +1,5 @@
+0 0.69453125 0.13958333333333334 0.035937500000000004 0.05
+0 0.88203125 0.11979166666666667 0.0390625 0.05625
+0 0.60078125 0.15416666666666667 0.0390625 0.058333333333333334
+0 0.7671875 0.15208333333333332 0.03125 0.05
+0 0.9851562500000001 0.121875 0.026562500000000003 0.052083333333333336
diff --git a/SmallObjectAugmentation/dpjimagetxt/3270.txt b/SmallObjectAugmentation/dpjimagetxt/3270.txt
new file mode 100644
index 00000000..3a2dfe78
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3270.txt
@@ -0,0 +1 @@
+0 0.296 0.354 0.056 0.052000000000000005
diff --git a/SmallObjectAugmentation/dpjimagetxt/3271.txt b/SmallObjectAugmentation/dpjimagetxt/3271.txt
new file mode 100644
index 00000000..44e7dfc1
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3271.txt
@@ -0,0 +1,4 @@
+0 0.63828125 0.15416666666666667 0.035937500000000004 0.05
+0 0.8 0.15520833333333334 0.034375 0.03958333333333333
+0 0.73203125 0.14166666666666666 0.0328125 0.04583333333333333
+0 0.9148437500000001 0.12395833333333334 0.0421875 0.04375
diff --git a/SmallObjectAugmentation/dpjimagetxt/3272.txt b/SmallObjectAugmentation/dpjimagetxt/3272.txt
new file mode 100644
index 00000000..b035d268
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3272.txt
@@ -0,0 +1 @@
+0 0.302 0.372 0.044 0.048
diff --git a/SmallObjectAugmentation/dpjimagetxt/3273.txt b/SmallObjectAugmentation/dpjimagetxt/3273.txt
new file mode 100644
index 00000000..0e3f9c23
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3273.txt
@@ -0,0 +1 @@
+0 0.5931818181818181 0.23928571428571427 0.05909090909090909 0.09285714285714286
diff --git a/SmallObjectAugmentation/dpjimagetxt/3274.txt b/SmallObjectAugmentation/dpjimagetxt/3274.txt
new file mode 100644
index 00000000..4dd1bac7
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3274.txt
@@ -0,0 +1,5 @@
+0 0.56171875 0.15416666666666667 0.0328125 0.04583333333333333
+0 0.8453125 0.12083333333333333 0.037500000000000006 0.04583333333333333
+0 0.6585937500000001 0.140625 0.035937500000000004 0.04375
+0 0.7273437500000001 0.15520833333333334 0.0328125 0.04791666666666666
+0 0.9554687500000001 0.12395833333333334 0.0421875 0.04375
diff --git a/SmallObjectAugmentation/dpjimagetxt/3275.txt b/SmallObjectAugmentation/dpjimagetxt/3275.txt
new file mode 100644
index 00000000..7077eaa7
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3275.txt
@@ -0,0 +1 @@
+0 0.3 0.372 0.04 0.048
diff --git a/SmallObjectAugmentation/dpjimagetxt/3276.txt b/SmallObjectAugmentation/dpjimagetxt/3276.txt
new file mode 100644
index 00000000..aa37144f
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3276.txt
@@ -0,0 +1 @@
+0 0.5909090909090908 0.2357142857142857 0.05454545454545454 0.08571428571428572
diff --git a/SmallObjectAugmentation/dpjimagetxt/3277.txt b/SmallObjectAugmentation/dpjimagetxt/3277.txt
new file mode 100644
index 00000000..e56e45cc
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3277.txt
@@ -0,0 +1,4 @@
+0 0.9046875000000001 0.12083333333333333 0.040625 0.041666666666666664
+0 0.7914062500000001 0.15416666666666667 0.0328125 0.04583333333333333
+0 0.6273437500000001 0.153125 0.035937500000000004 0.03958333333333333
+0 0.7210937500000001 0.14270833333333333 0.0328125 0.04791666666666666
diff --git a/SmallObjectAugmentation/dpjimagetxt/3278.txt b/SmallObjectAugmentation/dpjimagetxt/3278.txt
new file mode 100644
index 00000000..504db98f
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3278.txt
@@ -0,0 +1 @@
+0 0.296 0.352 0.04 0.048
diff --git a/SmallObjectAugmentation/dpjimagetxt/3279.txt b/SmallObjectAugmentation/dpjimagetxt/3279.txt
new file mode 100644
index 00000000..4e48dfa6
--- /dev/null
+++ b/SmallObjectAugmentation/dpjimagetxt/3279.txt
@@ -0,0 +1 @@
+0 0.302 0.374 0.044 0.044
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index 00000000..ec3aad0b
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index 00000000..3fe3e57c
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index 00000000..178b335a
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index 00000000..f30bee9e
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index 00000000..3a2dfe78
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index 00000000..44e7dfc1
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index 00000000..0e3f9c23
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index 00000000..4dd1bac7
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index 00000000..7077eaa7
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index 00000000..aa37144f
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new file mode 100644
index 00000000..e56e45cc
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index 00000000..504db98f
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new file mode 100644
index 00000000..4e48dfa6
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new file mode 100644
index 00000000..dc975883
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new file mode 100644
index 00000000..af8fe35c
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index 00000000..af8fe35c
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new file mode 100644
index 00000000..89ce8174
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index 00000000..d03d15be
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index 00000000..0cebd750
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new file mode 100644
index 00000000..5385b393
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new file mode 100644
index 00000000..9a744961
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index 00000000..4cc5abec
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new file mode 100644
index 00000000..2a23d1c2
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new file mode 100644
index 00000000..af4ceb90
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new file mode 100644
index 00000000..8e9e6da6
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new file mode 100644
index 00000000..9842a5ff
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new file mode 100644
index 00000000..8a6bf18f
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new file mode 100644
index 00000000..8a6bf18f
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index 00000000..e7930721
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index 00000000..48f42546
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new file mode 100644
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index 00000000..99b986f0
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index 00000000..7c8b3c41
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diff --git a/SmallObjectAugmentation/dpjsave/173_augment.txt b/SmallObjectAugmentation/dpjsave/173_augment.txt
new file mode 100644
index 00000000..355377ca
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/173_augment.txt
@@ -0,0 +1,9 @@
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diff --git a/SmallObjectAugmentation/dpjsave/1757_augment.txt b/SmallObjectAugmentation/dpjsave/1757_augment.txt
new file mode 100644
index 00000000..e82b05c3
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/1757_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/1817_augment.txt b/SmallObjectAugmentation/dpjsave/1817_augment.txt
new file mode 100644
index 00000000..2c20fbd8
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/1817_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/1822_augment.txt b/SmallObjectAugmentation/dpjsave/1822_augment.txt
new file mode 100644
index 00000000..25ea2ea1
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/1822_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/1865_augment.txt b/SmallObjectAugmentation/dpjsave/1865_augment.txt
new file mode 100644
index 00000000..855a6ab9
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/1865_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/1869_augment.txt b/SmallObjectAugmentation/dpjsave/1869_augment.txt
new file mode 100644
index 00000000..5a94e02b
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/1869_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/1896_augment.txt b/SmallObjectAugmentation/dpjsave/1896_augment.txt
new file mode 100644
index 00000000..7ee88fee
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/1896_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/1903_augment.txt b/SmallObjectAugmentation/dpjsave/1903_augment.txt
new file mode 100644
index 00000000..858a3c4f
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/193_augment.txt b/SmallObjectAugmentation/dpjsave/193_augment.txt
new file mode 100644
index 00000000..c8f293a9
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/194_augment.txt b/SmallObjectAugmentation/dpjsave/194_augment.txt
new file mode 100644
index 00000000..70f800b1
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/1965_augment.txt b/SmallObjectAugmentation/dpjsave/1965_augment.txt
new file mode 100644
index 00000000..466493fb
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/1976_augment.txt b/SmallObjectAugmentation/dpjsave/1976_augment.txt
new file mode 100644
index 00000000..72fb5f0c
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/2007_augment.txt b/SmallObjectAugmentation/dpjsave/2007_augment.txt
new file mode 100644
index 00000000..186a1b50
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/2019_augment.txt b/SmallObjectAugmentation/dpjsave/2019_augment.txt
new file mode 100644
index 00000000..a5092c43
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/2032_augment.txt b/SmallObjectAugmentation/dpjsave/2032_augment.txt
new file mode 100644
index 00000000..e89f0cb8
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/2050_augment.txt b/SmallObjectAugmentation/dpjsave/2050_augment.txt
new file mode 100644
index 00000000..c268aafb
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/2067_augment.txt b/SmallObjectAugmentation/dpjsave/2067_augment.txt
new file mode 100644
index 00000000..ca5c0db7
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diff --git a/SmallObjectAugmentation/dpjsave/2124_augment.txt b/SmallObjectAugmentation/dpjsave/2124_augment.txt
new file mode 100644
index 00000000..822ea210
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diff --git a/SmallObjectAugmentation/dpjsave/2146_augment.txt b/SmallObjectAugmentation/dpjsave/2146_augment.txt
new file mode 100644
index 00000000..254cd0af
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/2146_augment.txt
@@ -0,0 +1,9 @@
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diff --git a/SmallObjectAugmentation/dpjsave/2174_augment.txt b/SmallObjectAugmentation/dpjsave/2174_augment.txt
new file mode 100644
index 00000000..40a4fef2
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/2174_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/2185_augment.txt b/SmallObjectAugmentation/dpjsave/2185_augment.txt
new file mode 100644
index 00000000..913a5524
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/2185_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/2213_augment.txt b/SmallObjectAugmentation/dpjsave/2213_augment.txt
new file mode 100644
index 00000000..6900db95
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/2213_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/2216_augment.txt b/SmallObjectAugmentation/dpjsave/2216_augment.txt
new file mode 100644
index 00000000..e647b3b5
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/2216_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/2233_augment.txt b/SmallObjectAugmentation/dpjsave/2233_augment.txt
new file mode 100644
index 00000000..b1f6aaee
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/2233_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/2310_augment.txt b/SmallObjectAugmentation/dpjsave/2310_augment.txt
new file mode 100644
index 00000000..24712531
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/2310_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/2361_augment.txt b/SmallObjectAugmentation/dpjsave/2361_augment.txt
new file mode 100644
index 00000000..b7cb9a20
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/2361_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/254_augment.txt b/SmallObjectAugmentation/dpjsave/254_augment.txt
new file mode 100644
index 00000000..d6660868
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/258_augment.txt b/SmallObjectAugmentation/dpjsave/258_augment.txt
new file mode 100644
index 00000000..943c1c99
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/258_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/2659_augment.txt b/SmallObjectAugmentation/dpjsave/2659_augment.txt
new file mode 100644
index 00000000..f39a635e
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/2659_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/273_augment.txt b/SmallObjectAugmentation/dpjsave/273_augment.txt
new file mode 100644
index 00000000..9421c9c4
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/3046_augment.txt b/SmallObjectAugmentation/dpjsave/3046_augment.txt
new file mode 100644
index 00000000..17dfc40a
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/3046_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/307_augment.txt b/SmallObjectAugmentation/dpjsave/307_augment.txt
new file mode 100644
index 00000000..a5971658
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/3118_augment.txt b/SmallObjectAugmentation/dpjsave/3118_augment.txt
new file mode 100644
index 00000000..91553df2
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/3118_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/3267_augment.txt b/SmallObjectAugmentation/dpjsave/3267_augment.txt
new file mode 100644
index 00000000..69005126
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/3269_010_augment.txt b/SmallObjectAugmentation/dpjsave/3269_010_augment.txt
new file mode 100644
index 00000000..de4c4cb6
--- /dev/null
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diff --git a/SmallObjectAugmentation/dpjsave/3277_augment.txt b/SmallObjectAugmentation/dpjsave/3277_augment.txt
new file mode 100644
index 00000000..813fa327
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/3277_augment.txt
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diff --git a/SmallObjectAugmentation/dpjsave/3279_augment.txt b/SmallObjectAugmentation/dpjsave/3279_augment.txt
new file mode 100644
index 00000000..6fb4b1a2
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/3279_augment.txt
@@ -0,0 +1,9 @@
+0 0.298 0.37 0.044 0.044
+1 0.712 0.796 0.14400000000000002 0.168
+1 0.4 0.8180000000000001 0.14400000000000002 0.156
+1 0.516 0.656 0.168 0.14400000000000002
+1 0.88 0.72 0.14400000000000002 0.14400000000000002
+1 0.356 0.596 0.14400000000000002 0.168
+1 0.716 0.63 0.168 0.156
+1 0.91 0.884 0.156 0.168
+1 0.554 0.8200000000000001 0.156 0.14400000000000002
diff --git a/SmallObjectAugmentation/dpjsave/349_augment.txt b/SmallObjectAugmentation/dpjsave/349_augment.txt
new file mode 100644
index 00000000..818953b5
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/349_augment.txt
@@ -0,0 +1,9 @@
+0 0.4762308998302207 0.25717703349282295 0.03904923599320883 0.050239234449760764
+1 0.9431239388794567 0.6483253588516746 0.06621392190152801 0.10047846889952153
+1 0.8370118845500849 0.7248803827751196 0.07130730050933785 0.08612440191387559
+1 0.5246179966044142 0.7105263157894737 0.06112054329371817 0.10047846889952153
+1 0.3904923599320883 0.8779904306220095 0.06112054329371817 0.08612440191387559
+1 0.8904923599320883 0.8708133971291866 0.06621392190152801 0.08612440191387559
+1 0.7079796264855688 0.8205741626794258 0.06112054329371817 0.08612440191387559
+1 0.597623089983022 0.75 0.06112054329371817 0.09330143540669857
+1 0.41171477079796265 0.604066985645933 0.06621392190152801 0.09330143540669857
diff --git a/SmallObjectAugmentation/dpjsave/3591_augment.txt b/SmallObjectAugmentation/dpjsave/3591_augment.txt
new file mode 100644
index 00000000..56281bfe
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/3591_augment.txt
@@ -0,0 +1,9 @@
+0 0.21901528013582341 0.5251196172248803 0.03395585738539898 0.050239234449760764
+1 0.601018675721562 0.7368421052631579 0.07809847198641766 0.08612440191387559
+1 0.8217317487266553 0.7200956937799042 0.07130730050933785 0.08612440191387559
+1 0.48047538200339557 0.9354066985645932 0.07130730050933785 0.08612440191387559
+1 0.830220713073005 0.8791866028708134 0.07130730050933785 0.09330143540669857
+1 0.9083191850594228 0.8875598086124401 0.06112054329371817 0.08612440191387559
+1 0.7402376910016978 0.7799043062200957 0.06112054329371817 0.08612440191387559
+1 0.44906621392190155 0.6626794258373205 0.06621392190152801 0.08612440191387559
+1 0.833616298811545 0.6148325358851674 0.06112054329371817 0.08612440191387559
diff --git a/SmallObjectAugmentation/dpjsave/406_augment.txt b/SmallObjectAugmentation/dpjsave/406_augment.txt
new file mode 100644
index 00000000..4e952111
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/406_augment.txt
@@ -0,0 +1,9 @@
+0 0.6689303904923599 0.3684210526315789 0.05432937181663837 0.04784688995215311
+1 0.4074702886247878 0.7105263157894737 0.06112054329371817 0.08612440191387559
+1 0.5025466893039049 0.6590909090909091 0.07130730050933785 0.07894736842105263
+1 0.41426146010186754 0.8612440191387559 0.07130730050933785 0.08612440191387559
+1 0.6536502546689303 0.763157894736842 0.06112054329371817 0.10047846889952153
+1 0.6078098471986417 0.9066985645933014 0.050933786078098474 0.10047846889952153
+1 0.9185059422750425 0.6889952153110047 0.06112054329371817 0.08612440191387559
+1 0.8692699490662139 0.9114832535885167 0.07809847198641766 0.08612440191387559
+1 0.8123938879456706 0.7212918660287081 0.06621392190152801 0.09330143540669857
diff --git a/SmallObjectAugmentation/dpjsave/426_augment.txt b/SmallObjectAugmentation/dpjsave/426_augment.txt
new file mode 100644
index 00000000..655229bc
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/426_augment.txt
@@ -0,0 +1,10 @@
+0 0.8005093378607809 0.3397129186602871 0.04584040747028863 0.04784688995215311
+0 0.3870967741935484 0.7894736842105263 0.030560271646859084 0.043062200956937795
+1 0.66553480475382 0.5980861244019139 0.06112054329371817 0.08612440191387559
+1 0.7181663837011885 0.9174641148325359 0.07809847198641766 0.07894736842105263
+1 0.45755517826825126 0.8205741626794258 0.06621392190152801 0.08612440191387559
+1 0.8718166383701188 0.6626794258373205 0.06621392190152801 0.08612440191387559
+1 0.39558573853989815 0.9389952153110047 0.07130730050933785 0.09330143540669857
+1 0.7529711375212224 0.6507177033492823 0.06621392190152801 0.08612440191387559
+1 0.599320882852292 0.7093301435406698 0.06112054329371817 0.09330143540669857
+1 0.4898132427843803 0.6004784688995215 0.06621392190152801 0.10047846889952153
diff --git a/SmallObjectAugmentation/dpjsave/452_augment.txt b/SmallObjectAugmentation/dpjsave/452_augment.txt
new file mode 100644
index 00000000..558099bb
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/452_augment.txt
@@ -0,0 +1,9 @@
+0 0.8217317487266553 0.4808612440191387 0.04753820033955857 0.05263157894736842
+0 0.4363327674023769 0.7272727272727273 0.06112054329371817 0.10047846889952153
+0 0.5144312393887945 0.7559808612440191 0.06112054329371817 0.08612440191387559
+0 0.5899830220713073 0.7488038277511961 0.0831918505942275 0.07177033492822966
+0 0.932937181663837 0.8947368421052632 0.06621392190152801 0.10047846889952153
+0 0.7750424448217318 0.6746411483253588 0.06621392190152801 0.10047846889952153
+0 0.6213921901528013 0.8755980861244019 0.07130730050933785 0.07177033492822966
+0 0.9015280135823429 0.6925837320574162 0.06112054329371817 0.09330143540669857
+0 0.4465195246179966 0.854066985645933 0.07130730050933785 0.08612440191387559
diff --git a/SmallObjectAugmentation/dpjsave/465_augment.txt b/SmallObjectAugmentation/dpjsave/465_augment.txt
new file mode 100644
index 00000000..fe023f01
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/465_augment.txt
@@ -0,0 +1,9 @@
+0 0.8022071307300509 0.8181818181818181 0.03565365025466893 0.05263157894736842
+0 0.5161290322580645 0.8325358851674641 0.06112054329371817 0.08612440191387559
+0 0.9473684210526315 0.6136363636363636 0.07470288624787776 0.07894736842105263
+0 0.8735144312393888 0.8660287081339713 0.06621392190152801 0.10047846889952153
+0 0.7028862478777589 0.6064593301435407 0.06112054329371817 0.09330143540669857
+0 0.5483870967741935 0.7404306220095693 0.07130730050933785 0.09330143540669857
+0 0.7623089983022071 0.9150717703349281 0.06112054329371817 0.09330143540669857
+0 0.7402376910016978 0.7272727272727273 0.06112054329371817 0.10047846889952153
+0 0.3930390492359932 0.7607655502392344 0.06621392190152801 0.08612440191387559
diff --git a/SmallObjectAugmentation/dpjsave/505_augment.txt b/SmallObjectAugmentation/dpjsave/505_augment.txt
new file mode 100644
index 00000000..ae9a67d4
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/505_augment.txt
@@ -0,0 +1,9 @@
+0 0.42604166666666665 0.5612813370473537 0.05625 0.0584958217270195
+0 0.5885416666666666 0.6448467966573816 0.08125 0.10863509749303621
+0 0.7479166666666667 0.8272980501392758 0.075 0.10027855153203342
+0 0.9541666666666666 0.7632311977715878 0.075 0.10027855153203342
+0 0.43124999999999997 0.7924791086350975 0.075 0.10863509749303621
+0 0.58125 0.8370473537604457 0.075 0.10863509749303621
+0 0.86875 0.9108635097493036 0.09583333333333333 0.08356545961002786
+0 0.70625 0.6406685236768802 0.09583333333333333 0.10027855153203342
+0 0.9562499999999999 0.6016713091922006 0.075 0.12813370473537605
diff --git a/SmallObjectAugmentation/dpjsave/59_augment.txt b/SmallObjectAugmentation/dpjsave/59_augment.txt
new file mode 100644
index 00000000..e3dba0b1
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/59_augment.txt
@@ -0,0 +1,9 @@
+0 0.6260416666666666 0.6518105849582173 0.06041666666666667 0.07242339832869081
+1 0.43333333333333335 0.7493036211699164 0.075 0.10027855153203342
+1 0.49166666666666664 0.9025069637883009 0.0875 0.10027855153203342
+1 0.6729166666666666 0.8607242339832869 0.0875 0.10027855153203342
+1 0.8020833333333334 0.9066852367688022 0.09166666666666666 0.09192200557103064
+1 0.4979166666666667 0.6239554317548747 0.075 0.12813370473537605
+1 0.79375 0.6155988857938719 0.09583333333333333 0.10027855153203342
+1 0.58125 0.8272980501392758 0.0625 0.116991643454039
+1 0.7 0.637883008356546 0.075 0.116991643454039
diff --git a/SmallObjectAugmentation/dpjsave/619_augment.txt b/SmallObjectAugmentation/dpjsave/619_augment.txt
new file mode 100644
index 00000000..c72da2ac
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/619_augment.txt
@@ -0,0 +1,9 @@
+0 0.5333333333333333 0.20334261838440112 0.03333333333333333 0.03899721448467967
+0 0.5177083333333333 0.7827298050139275 0.08125 0.10027855153203342
+0 0.6947916666666667 0.9011142061281338 0.08125 0.09192200557103064
+0 0.94375 0.6406685236768802 0.0875 0.10027855153203342
+0 0.6020833333333333 0.6532033426183844 0.075 0.10863509749303621
+0 0.7145833333333333 0.7381615598885793 0.075 0.10027855153203342
+0 0.5479166666666666 0.9275766016713092 0.075 0.116991643454039
+0 0.80625 0.6197771587743732 0.075 0.10863509749303621
+0 0.7072916666666667 0.6211699164345403 0.10208333333333333 0.08356545961002786
diff --git a/SmallObjectAugmentation/dpjsave/68_augment.txt b/SmallObjectAugmentation/dpjsave/68_augment.txt
new file mode 100644
index 00000000..4431a856
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/68_augment.txt
@@ -0,0 +1,9 @@
+0 0.8479166666666667 0.42896935933147634 0.0625 0.055710306406685235
+1 0.45625 0.9052924791086351 0.075 0.10027855153203342
+1 0.4770833333333333 0.6016713091922006 0.075 0.10027855153203342
+1 0.7708333333333334 0.7966573816155988 0.0875 0.10027855153203342
+1 0.5916666666666667 0.8440111420612814 0.0875 0.10027855153203342
+1 0.9458333333333333 0.9080779944289694 0.075 0.10027855153203342
+1 0.8104166666666667 0.6155988857938719 0.09583333333333333 0.10027855153203342
+1 0.8604166666666666 0.7966573816155988 0.0875 0.10027855153203342
+1 0.35625 0.6267409470752089 0.0875 0.10027855153203342
diff --git a/SmallObjectAugmentation/dpjsave/69_augment.txt b/SmallObjectAugmentation/dpjsave/69_augment.txt
new file mode 100644
index 00000000..c10972c8
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/69_augment.txt
@@ -0,0 +1,9 @@
+0 0.8479166666666667 0.42896935933147634 0.058333333333333334 0.055710306406685235
+1 0.7041666666666666 0.7298050139275766 0.0875 0.10027855153203342
+1 0.4770833333333333 0.6183844011142061 0.05416666666666667 0.1671309192200557
+1 0.9104166666666667 0.6128133704735376 0.075 0.116991643454039
+1 0.8427083333333333 0.7701949860724234 0.08125 0.10863509749303621
+1 0.5770833333333333 0.7938718662952646 0.0875 0.10027855153203342
+1 0.7020833333333333 0.8607242339832869 0.075 0.10027855153203342
+1 0.828125 0.935933147632312 0.08125 0.10027855153203342
+1 0.9395833333333333 0.7924791086350975 0.075 0.10863509749303621
diff --git a/SmallObjectAugmentation/dpjsave/717_augment.txt b/SmallObjectAugmentation/dpjsave/717_augment.txt
new file mode 100644
index 00000000..569c0f9d
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/717_augment.txt
@@ -0,0 +1,9 @@
+0 0.5789473684210527 0.30980861244019137 0.030560271646859084 0.05502392344497607
+0 0.8896434634974533 0.9019138755980861 0.07809847198641766 0.07177033492822966
+0 0.633276740237691 0.6961722488038278 0.06112054329371817 0.08612440191387559
+0 0.432937181663837 0.6459330143540669 0.050933786078098474 0.10047846889952153
+0 0.9524617996604414 0.7894736842105263 0.07130730050933785 0.08612440191387559
+0 0.7385398981324278 0.8181818181818181 0.06112054329371817 0.10047846889952153
+0 0.3930390492359932 0.8791866028708134 0.06621392190152801 0.09330143540669857
+0 0.9125636672325976 0.6435406698564593 0.06621392190152801 0.08612440191387559
+0 0.49490662139219016 0.673444976076555 0.06621392190152801 0.09330143540669857
diff --git a/SmallObjectAugmentation/dpjsave/847_augment.txt b/SmallObjectAugmentation/dpjsave/847_augment.txt
new file mode 100644
index 00000000..89ccd34b
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/847_augment.txt
@@ -0,0 +1,9 @@
+0 0.7241086587436333 0.38516746411483255 0.028862478777589132 0.04784688995215311
+1 0.8115449915110357 0.7679425837320574 0.06112054329371817 0.10047846889952153
+1 0.36502546689303905 0.8624401913875598 0.07130730050933785 0.07894736842105263
+1 0.3904923599320883 0.7703349282296651 0.06112054329371817 0.08612440191387559
+1 0.5220713073005093 0.7392344497607655 0.06621392190152801 0.10047846889952153
+1 0.9185059422750425 0.9282296650717703 0.06112054329371817 0.08612440191387559
+1 0.9439728353140917 0.6112440191387559 0.07130730050933785 0.09330143540669857
+1 0.6230899830220713 0.8612440191387559 0.07130730050933785 0.08612440191387559
+1 0.7589134125636672 0.6124401913875598 0.06112054329371817 0.08612440191387559
diff --git a/SmallObjectAugmentation/dpjsave/876_augment.txt b/SmallObjectAugmentation/dpjsave/876_augment.txt
new file mode 100644
index 00000000..c3001519
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/876_augment.txt
@@ -0,0 +1,9 @@
+0 0.5526315789473684 0.5909090909090909 0.03565365025466893 0.04784688995215311
+0 0.9320882852292021 0.8851674641148325 0.06112054329371817 0.08612440191387559
+0 0.831918505942275 0.7440191387559808 0.050933786078098474 0.10047846889952153
+0 0.7164685908319185 0.7141148325358851 0.07130730050933785 0.09330143540669857
+0 0.45840407470288624 0.9114832535885167 0.06112054329371817 0.08612440191387559
+0 0.42869269949066213 0.6590909090909091 0.06621392190152801 0.09330143540669857
+0 0.5067911714770797 0.7464114832535885 0.06621392190152801 0.08612440191387559
+0 0.7402376910016978 0.9401913875598086 0.06112054329371817 0.08612440191387559
+0 0.6061120543293718 0.6794258373205742 0.06112054329371817 0.08612440191387559
diff --git a/SmallObjectAugmentation/dpjsave/883_augment.txt b/SmallObjectAugmentation/dpjsave/883_augment.txt
new file mode 100644
index 00000000..4fda8ab9
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/883_augment.txt
@@ -0,0 +1,9 @@
+0 0.4728353140916808 0.7380382775119617 0.03225806451612903 0.045454545454545456
+0 0.9609507640067911 0.784688995215311 0.06112054329371817 0.08612440191387559
+0 0.37351443123938877 0.7894736842105263 0.07809847198641766 0.07177033492822966
+0 0.7164685908319185 0.6842105263157895 0.07809847198641766 0.08612440191387559
+0 0.8149405772495756 0.65311004784689 0.06112054329371817 0.10047846889952153
+0 0.44482173174872663 0.8899521531100478 0.06112054329371817 0.08612440191387559
+0 0.8981324278438031 0.9078947368421052 0.06112054329371817 0.09330143540669857
+0 0.66723259762309 0.8253588516746411 0.06112054329371817 0.08612440191387559
+0 0.5738539898132428 0.6722488038277512 0.07809847198641766 0.08612440191387559
diff --git a/SmallObjectAugmentation/dpjsave/997_augment.txt b/SmallObjectAugmentation/dpjsave/997_augment.txt
new file mode 100644
index 00000000..93a3e086
--- /dev/null
+++ b/SmallObjectAugmentation/dpjsave/997_augment.txt
@@ -0,0 +1,9 @@
+0 0.7461799660441426 0.5167464114832536 0.03565365025466893 0.04784688995215311
+1 0.9032258064516129 0.7069377990430622 0.06112054329371817 0.09330143540669857
+1 0.7096774193548387 0.6016746411483254 0.07130730050933785 0.09330143540669857
+1 0.466893039049236 0.7511961722488038 0.06112054329371817 0.08612440191387559
+1 0.5679117147707979 0.8373205741626794 0.06621392190152801 0.08612440191387559
+1 0.7504244482173175 0.7727272727272727 0.07130730050933785 0.08612440191387559
+1 0.6027164685908319 0.9258373205741627 0.07130730050933785 0.08612440191387559
+1 0.8387096774193549 0.6650717703349283 0.03735144312393888 0.14354066985645933
+1 0.43463497453310695 0.9138755980861244 0.06112054329371817 0.08612440191387559
diff --git a/SmallObjectAugmentation/sample_10.py b/SmallObjectAugmentation/sample_10.py
new file mode 100644
index 00000000..f36c556a
--- /dev/null
+++ b/SmallObjectAugmentation/sample_10.py
@@ -0,0 +1,31 @@
+import os
+import shutil
+import numpy as np
+import random
+from os.path import join
+save_path = "./dpjsamplecrop"
+
+
+
+image_root_dir = r"D:\GitHub\voc2007_for_yolo_torch\images"
+label_root_dir = r"D:\GitHub\voc2007_for_yolo_torch\labels"
+
+fo = open("dpj_train.txt", "w")
+
+for ids in os.listdir(image_root_dir):
+    print("ids:%s" % ids)
+
+    dir_image = os.path.join(image_root_dir, ids)
+    dir_label = os.path.join(label_root_dir, ids)
+    print(len(os.listdir(dir_image)))
+
+    selected = random.sample(os.listdir(dir_image), 8)
+    print(selected)
+
+    for s in selected:
+        fo.write(join(save_path, s)+"\n")
+        shutil.copy(join(dir_image, s), join(save_path, s))
+        s = s.replace("jpg", 'txt')
+        shutil.copy(join(dir_label, s), join(save_path, s))
+
+fo.close()
\ No newline at end of file
diff --git a/SmallObjectAugmentation/save/img00000_augment.txt b/SmallObjectAugmentation/save/img00000_augment.txt
index 3a1a3e41..0522cd26 100644
--- a/SmallObjectAugmentation/save/img00000_augment.txt
+++ b/SmallObjectAugmentation/save/img00000_augment.txt
@@ -1,13 +1,11 @@
 0 0.2643229166666667 0.13804347826086957 0.015104166666666667 0.03695652173913044
 0 0.2830729166666667 0.15 0.011979166666666666 0.017391304347826087
 0 0.35104166666666664 0.1782608695652174 0.015625 0.02391304347826087
-1 0.8265625 0.6293478260869565 0.011458333333333333 0.06739130434782609
-1 0.5752604166666666 0.7494565217391305 0.021354166666666667 0.07934782608695652
-1 0.6140625 0.8445652173913044 0.014583333333333334 0.09565217391304348
-1 0.72890625 0.6347826086956522 0.015104166666666667 0.09130434782608696
-1 0.43515624999999997 0.7663043478260869 0.022395833333333334 0.0782608695652174
-1 0.7671875 0.5396739130434782 0.017708333333333333 0.0923913043478261
-1 0.5122395833333333 0.9032608695652175 0.0203125 0.08695652173913043
-1 0.53046875 0.5679347826086957 0.018229166666666668 0.08586956521739131
-1 0.6596354166666667 0.7711956521739131 0.021354166666666667 0.07282608695652174
-1 0.490625 0.8190217391304347 0.01875 0.08804347826086957
+1 0.4453125 0.8472826086956522 0.01875 0.08804347826086957
+1 0.53515625 0.6565217391304348 0.015104166666666667 0.09130434782608696
+1 0.6481770833333333 0.7608695652173914 0.013020833333333334 0.06304347826086956
+1 0.8078124999999999 0.9358695652173913 0.011458333333333333 0.06739130434782609
+1 0.9348958333333334 0.8407608695652175 0.019791666666666666 0.08369565217391305
+1 0.90234375 0.8173913043478261 0.0171875 0.08260869565217391
+1 0.6203125 0.8217391304347826 0.016666666666666666 0.1
+1 0.7927083333333333 0.8472826086956522 0.017708333333333333 0.0923913043478261
diff --git a/SmallObjectAugmentation/save/img00001_augment.txt b/SmallObjectAugmentation/save/img00001_augment.txt
index 92105a49..e051969a 100644
--- a/SmallObjectAugmentation/save/img00001_augment.txt
+++ b/SmallObjectAugmentation/save/img00001_augment.txt
@@ -1,13 +1,11 @@
 0 0.26666666666666666 0.13804347826086957 0.021875 0.043478260869565216
 0 0.2830729166666667 0.15380434782608696 0.011979166666666666 0.025
 0 0.3494791666666667 0.1782608695652174 0.017708333333333333 0.02391304347826087
-1 0.94296875 0.6923913043478261 0.013020833333333334 0.07608695652173914
-1 0.47031249999999997 0.8630434782608696 0.015625 0.07173913043478261
-1 0.62265625 0.5782608695652174 0.024479166666666666 0.08478260869565217
-1 0.29921875 0.5173913043478261 0.0203125 0.07173913043478261
-1 0.7361979166666667 0.5119565217391304 0.013020833333333334 0.06304347826086956
-1 0.3963541666666667 0.6402173913043478 0.016666666666666666 0.1
-1 0.4236979166666667 0.7717391304347826 0.0171875 0.08260869565217391
-1 0.9356770833333333 0.8913043478260869 0.0203125 0.09782608695652174
-1 0.8783854166666667 0.5608695652173913 0.015104166666666667 0.09130434782608696
-1 0.8260416666666667 0.5233695652173913 0.019791666666666666 0.08369565217391305
+1 0.44895833333333335 0.9347826086956522 0.015625 0.07173913043478261
+1 0.6471354166666666 0.8809782608695652 0.021354166666666667 0.07934782608695652
+1 0.7346354166666667 0.6673913043478261 0.013020833333333334 0.07608695652173914
+1 0.4940104166666667 0.907608695652174 0.0203125 0.08695652173913043
+1 0.46328125 0.7467391304347826 0.015104166666666667 0.09130434782608696
+1 0.69453125 0.8146739130434782 0.018229166666666668 0.08586956521739131
+1 0.50234375 0.7081521739130435 0.021354166666666667 0.07282608695652174
+1 0.5736979166666667 0.7239130434782609 0.022395833333333334 0.0782608695652174
diff --git a/SmallObjectAugmentation/show_img_bbox.py b/SmallObjectAugmentation/show_img_bbox.py
new file mode 100644
index 00000000..1be67e86
--- /dev/null
+++ b/SmallObjectAugmentation/show_img_bbox.py
@@ -0,0 +1,58 @@
+import os
+import shutil
+
+import cv2
+import random
+import matplotlib.pyplot as plt
+
+
+def plot_one_box(x, img, color=None, label=None, line_thickness=None):
+    # Plots one bounding box on image img
+    tl = line_thickness or round(
+        0.001 * (img.shape[0] + img.shape[1]) / 2) + 1  # line thickness
+    color = color or [random.randint(0, 255) for _ in range(3)]
+    c1, c2 = (int(x[0]), int(x[1])), (int(x[2]), int(x[3]))
+    cv2.rectangle(img, c1, c2, color, thickness=tl)
+    if label:
+        tf = max(tl - 1, 1)  # font thickness
+        t_size = cv2.getTextSize(label, 0, fontScale=tl / 3, thickness=tf)[0]
+        c2 = c1[0] + t_size[0], c1[1] - t_size[1] - 3
+        cv2.rectangle(img, c1, c2, color, -1)  # filled
+        cv2.putText(img,
+                    label, (c1[0], c1[1] - 2),
+                    0,
+                    tl / 3, [225, 255, 255],
+                    thickness=tf,
+                    lineType=cv2.LINE_AA)
+
+
+file_contents = "./dpjsave/406_augment.txt"
+jpg_path = "./dpjsave/406_augment.jpg"
+
+img = cv2.imread(jpg_path)
+
+f = open(file_contents,"r")
+
+height, width, _ = img.shape
+
+f_c = f.readlines()
+
+for line in f_c:
+    clss, xc, yc, w, h = line.split()
+    xc, yc, w, h = float(xc), float(yc), float(w), float(h)
+
+    xc *= width
+    yc *= height
+    w *= width
+    h *= height
+
+    half_w, half_h = w // 2, h // 2
+    x1, y1 = int(xc - half_w), int(yc - half_h)
+    x2, y2 = int(xc + half_w), int(yc + half_h)
+
+    c = [x1,y1,x2,y2]
+
+    plot_one_box(c, img)
+
+cv2.imshow("dimtarget", img)
+cv2.waitKey(0)
diff --git a/SmallObjectAugmentation/util.py b/SmallObjectAugmentation/util.py
index 6512df59..53f98f4a 100644
--- a/SmallObjectAugmentation/util.py
+++ b/SmallObjectAugmentation/util.py
@@ -109,7 +109,14 @@ def swap(x1, x2):
 def norm_sampling(search_space):
     # 随机生成点
     search_x_left, search_y_left, search_x_right, search_y_right = search_space
+
+    search_x_left = int(search_x_left)
+    search_x_right = int(search_x_right)
+    search_y_left = int(search_y_left)
+    search_y_right = int(search_y_right)
+
     new_bbox_x_center = random.randint(search_x_left, search_x_right)
+    # print(search_y_left, search_y_right, '=')
     new_bbox_y_center = random.randint(search_y_left, search_y_right)
     return [new_bbox_x_center, new_bbox_y_center]
 
@@ -186,7 +193,10 @@ def random_add_patches2(bbox_img, rescale_boxes, shape, paste_number, iou_thresh
     center_search_space = sampling_new_bbox_center_point2(shape, bbox_img)  # 选取生成随机点区域
     success_num = 0
     new_bboxes = []
-    cl = 1
+    cl = 0
+
+    # print(center_search_space,'+')
+
     while success_num < paste_number:
         new_bbox_x_center, new_bbox_y_center = norm_sampling(center_search_space)   # 随机生成点坐标
         if new_bbox_x_center-0.5*bbox_w < 0 or new_bbox_x_center+0.5*bbox_w > img_w: