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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,53 @@ | ||
| import os | ||
| import shutil | ||
| from os.path import join | ||
| import cv2 | ||
| import glob | ||
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| root_dir = "./dpjsamplecrop" | ||
| save_dir = "./dpjcrops" | ||
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| jpg_list = glob.glob(root_dir + "/*.jpg") | ||
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| fo = open("dpj_small.txt", "w") | ||
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| 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) | ||
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| f = open(txt_path, "r") | ||
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| img = cv2.imread(jpg_path) | ||
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| height, width, channel = img.shape | ||
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| file_contents = f.readlines() | ||
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| 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) | ||
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| xc *= width | ||
| yc *= height | ||
| w *= width | ||
| h *= height | ||
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| half_w, half_h = w // 2, h // 2 | ||
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| x1, y1 = int(xc - half_w), int(yc - half_h) | ||
| x2, y2 = int(xc + half_w), int(yc + half_h) | ||
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| crop_img = img[y1:y2, x1:x2] | ||
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| 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") | ||
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| f.close() | ||
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| fo.close() |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,29 +1,31 @@ | ||
| import aug as am | ||
| import Helpers as hp | ||
| from util import * | ||
| import os | ||
| import random | ||
| from os.path import join | ||
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| from tqdm import tqdm | ||
| import random | ||
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| import aug as am | ||
| import Helpers as hp | ||
| from util import * | ||
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| base_dir = os.getcwd() | ||
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| save_base_dir = join(base_dir, 'save') | ||
| save_base_dir = join(base_dir, 'dpjsave') | ||
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| check_dir(save_base_dir) | ||
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| 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) | ||
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| 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) | ||
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| for image_dir, label_dir in tqdm(zip(imgs_dir, labels_dir)): | ||
| small_img = [] | ||
| 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) |
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| ./dpjcrops\1070_crop_0.jpg | ||
| ./dpjcrops\109_crop_0.jpg | ||
| ./dpjcrops\1169_crop_0.jpg | ||
| ./dpjcrops\117_crop_0.jpg | ||
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| ./dpjcrops\997_crop_0.jpg |
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| @@ -0,0 +1,56 @@ | ||
| ./dpjsamplecrop\125.jpg | ||
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| ./dpjsamplecrop\3787.jpg |
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|---|---|---|
| @@ -0,0 +1 @@ | ||
| 0 0.5954545454545455 0.23928571428571427 0.05454545454545454 0.07857142857142857 |
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| @@ -0,0 +1,5 @@ | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1 @@ | ||
| 0 0.5909090909090908 0.2357142857142857 0.06363636363636363 0.09999999999999999 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,5 @@ | ||
| 0 0.69453125 0.13958333333333334 0.035937500000000004 0.05 | ||
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| Original file line number | Diff line number | Diff line change |
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| 0 0.296 0.354 0.056 0.052000000000000005 |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1 @@ | ||
| 0 0.302 0.372 0.044 0.048 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1 @@ | ||
| 0 0.5931818181818181 0.23928571428571427 0.05909090909090909 0.09285714285714286 |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,5 @@ | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1 @@ | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1 @@ | ||
| 0 0.302 0.374 0.044 0.044 |
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