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Commit 731c5e4f authored by ssibirtsev's avatar ssibirtsev
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Update process_automated_droplet.py

parent 6182c2f6
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...@@ -289,6 +289,7 @@ images_mean_pixel = [] ...@@ -289,6 +289,7 @@ images_mean_pixel = []
images_path = glob.glob(DATASET_DIR + "/*.jpg") images_path = glob.glob(DATASET_DIR + "/*.jpg")
for img_path in images_path: for img_path in images_path:
img = cv2.imread(img_path) img = cv2.imread(img_path)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
if CONTRAST == 1: if CONTRAST == 1:
# adaptive Equalization # adaptive Equalization
img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
...@@ -583,8 +584,6 @@ def pre_processing(image, crop=None, size_y=1024, size_x=1024, contrast=0): ...@@ -583,8 +584,6 @@ def pre_processing(image, crop=None, size_y=1024, size_x=1024, contrast=0):
# contrast stretching # contrast stretching
p2, p98 = np.percentile(image, (2, 98)) p2, p98 = np.percentile(image, (2, 98))
image = exposure.rescale_intensity(image, in_range=(p2, p98)) image = exposure.rescale_intensity(image, in_range=(p2, p98))
if CONTRAST != 0:
image = cv2.cvtColor(image, cv2.COLOR_GRAY2BGR)
return image return image
...@@ -598,6 +597,7 @@ counter_1 = SAVE_NTH_IMAGE ...@@ -598,6 +597,7 @@ counter_1 = SAVE_NTH_IMAGE
for filename in os.listdir(DATASET_DIR): for filename in os.listdir(DATASET_DIR):
if not filename.endswith('.json'): if not filename.endswith('.json'):
image = cv2.imread(os.path.join(DATASET_DIR, filename)) image = cv2.imread(os.path.join(DATASET_DIR, filename))
image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
# pre process image # pre process image
if IMAGE_CROP or CONTRAST != 0: if IMAGE_CROP or CONTRAST != 0:
image = pre_processing(image, crop=IMAGE_CROP, contrast=CONTRAST) image = pre_processing(image, crop=IMAGE_CROP, contrast=CONTRAST)
......
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