Mercurial > ift6266
diff transformations/visualizer.py @ 49:8ce089f30463
Oublier d'add deux fichiers pour dernier commit.
author | fsavard |
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date | Thu, 04 Feb 2010 13:40:44 -0500 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/transformations/visualizer.py Thu Feb 04 13:40:44 2010 -0500 @@ -0,0 +1,73 @@ +#!/usr/bin/python + +import numpy +import Image +from image_tiling import tile_raster_images +import pylab +import time + +class Visualizer(): + def __init__(self, num_columns=10, image_size=(32,32), to_dir=None, on_screen=False): + self.list = [] + self.image_size = image_size + self.num_columns = num_columns + + self.on_screen = on_screen + self.to_dir = to_dir + + self.cur_grid_image = None + + self.cur_index = 0 + + def visualize_stop_and_flush(self): + self.make_grid_image() + + if self.on_screen: + self.visualize() + if self.to_dir: + self.dump_to_disk() + + self.stop_and_wait() + self.flush() + + self.cur_index += 1 + + def make_grid_image(self): + num_rows = len(self.list) / self.num_columns + if len(self.list) % self.num_columns != 0: + num_rows += 1 + grid_shape = (num_rows, self.num_columns) + self.cur_grid_image = tile_raster_images(numpy.array(self.list), self.image_size, grid_shape, tile_spacing=(5,5), output_pixel_vals=False) + + def visualize(self): + pylab.imshow(self.cur_grid_image) + pylab.draw() + + def dump_to_disk(self): + gi = Image.fromarray((self.cur_grid_image * 255).astype('uint8'), "L") + gi.save(self.to_dir + "/grid_" + str(self.cur_index) + ".png") + + def stop_and_wait(self): + # can't raw_input under gimp, so sleep) + print "New image generated, sleeping 5 secs" + time.sleep(5) + + def flush(self): + self.list = [] + + def get_parameters_names(self): + return [] + + def regenerate_parameters(self): + return [] + + def after_transform_callback(self, image): + self.transform_image(image) + + def end_transform_callback(self, final_image): + self.visualize_stop_and_flush() + + def transform_image(self, image): + sz = self.image_size + self.list.append(image.copy().reshape((sz[0] * sz[1]))) +