def extract_color_from_film_still(self, film_still=None, movie=None):
color_clusterer = ColorCluster(image=film_still, num_clusters=self.num_clusters)
color_clusterer.process()
for color_details in color_clusterer.dominant_colors:
color_details_map = {}
conversions = self.get_conversions(
color_details=color_details)
color_details_map_with_metadata = self.add_color_conversion_metadata(
conversions=conversions, color_details_map=color_details_map)
color_details_map_with_metadata['movie'] = movie
color_details_map_with_metadata['director'] = self.director
save_row(file=self.extracted_colors_path,
row=color_details_map_with_metadata,
field_names=sorted(color_details_map_with_metadata.keys()))
def extract_color_from_film_still(self, film_still=None, movie=None):
color_scraper = ColorScraper(image=film_still, use_firefox=True)
color_scraper.process()
if color_scraper.colors:
for color_details in color_scraper.colors:
color_details_with_metadata = self.add_color_conversion_metadata(
color_details=color_details)
color_details_with_metadata['movie'] = movie
color_details_with_metadata['director'] = self.director
save_row(file=self.extracted_colors_path,
row=color_details_with_metadata,
field_names=sorted(color_details_with_metadata.keys()))
else:
logger.error('Unable to extract features for image: ' \
'{film_still}'.format(film_still=film_still))
def extract_color_from_film_still(self, film_still=None, movie=None):
color_cube = ColorCube(avoid_color=[255, 255, 255], image=film_still)
color_cube.process()
if color_cube.colors:
for details in color_cube.colors:
color_details = {}
color_details['r'], color_details['g'], color_details['b'] = details
color_details_with_metadata = self.add_color_conversion_metadata(
color_details=color_details)
color_details_with_metadata['movie'] = movie
color_details_with_metadata['director'] = self.director
save_row(file=self.extracted_colors_path,
row=color_details_with_metadata,
field_names=sorted(color_details_with_metadata.keys()))
else:
logger.error('Unable to extract features for image: ' \
'{film_still}'.format(film_still=film_still))
def extract_color_from_film_still(self, film_still=None, movie=None):
color_cube = ColorCube(avoid_color=[255, 255, 255], image=film_still)
color_cube.process()
if color_cube.colors:
for details in color_cube.colors:
color_details = {}
color_details['r'], color_details['g'], color_details[
'b'] = details
color_details_with_metadata = self.add_color_conversion_metadata(
color_details=color_details)
color_details_with_metadata['movie'] = movie
color_details_with_metadata['director'] = self.director
save_row(file=self.extracted_colors_path,
row=color_details_with_metadata,
field_names=sorted(
color_details_with_metadata.keys()))
else:
logger.error('Unable to extract features for image: ' \
'{film_still}'.format(film_still=film_still))
def load(self):
save_row(file=self.file,
row=[self.neural_net.cross_validation_result,
self.neural_net.test_result,
self.neural_net.train_result])
