import cv2 import pkg_resources from skimage.exposure import match_histograms def maintain_colors(prev_img, color_match_sample, mode): skimage_version = pkg_resources.get_distribution('scikit-image').version is_skimage_v20_or_higher = pkg_resources.parse_version(skimage_version) >= pkg_resources.parse_version('0.20.0') match_histograms_kwargs = {'channel_axis': -1} if is_skimage_v20_or_higher else {'multichannel': True} if mode == 'RGB': return match_histograms(prev_img, color_match_sample, **match_histograms_kwargs) elif mode == 'HSV': prev_img_hsv = cv2.cvtColor(prev_img, cv2.COLOR_RGB2HSV) color_match_hsv = cv2.cvtColor(color_match_sample, cv2.COLOR_RGB2HSV) matched_hsv = match_histograms(prev_img_hsv, color_match_hsv, **match_histograms_kwargs) return cv2.cvtColor(matched_hsv, cv2.COLOR_HSV2RGB) else: # LAB prev_img_lab = cv2.cvtColor(prev_img, cv2.COLOR_RGB2LAB) color_match_lab = cv2.cvtColor(color_match_sample, cv2.COLOR_RGB2LAB) matched_lab = match_histograms(prev_img_lab, color_match_lab, **match_histograms_kwargs) return cv2.cvtColor(matched_lab, cv2.COLOR_LAB2RGB)