removedcode.py

#Alternetive lowner ellipsoid detection code that was removed in the main file
# img1 = cv2.imread('1.jpg')
# img2 = cv2.imread('2.jpg')

# ellipses = []
# plt.figure()
# sys.setrecursionlimit(2000)


# (center, radii, rotation) = find_ellipses('1.jpg','2.jpg')

# draw the ellipse on the image



# lowner.plot_ellipse((center,radii[0],radii[1],rotation))
# plt.show() 
# cv2.destroyAllWindows()

# plot ellipsoid

# find enclosing ellipse 
# enclosing_ellipse = lowner.welzl(points)   
# # plot resulting ellipse
# lowner.plot_ellipse(enclosing_ellipse, str='k--')

# plt.show() 
# cv2.destroyAllWindows()


#MULTI CORE IN ANALYZE


def process_image(self,image_path, first_image_path, experiment):
    cur_image = experiment + image_path
    ellipse = self.find_ellipses(first_image_path, cur_image)
    return [ellipse, cur_image]

def main_loop(self, first_image, verbose=False, limit=150, current_dir=os.listdir('/mnt/shared/Permeability/real/'), current_experiment='/mnt/shared/Permeability/real/'):
    self.current_images = {}
    for image in current_dir:
        if image.endswith(".JPG"):
            self.current_images[image] = None

    self.ellipses = {}
    self.images = {}

    with concurrent.futures.ThreadPoolExecutor() as executor:
        futures = {}
        for i, (image, _) in enumerate(self.current_images.items()):
            if i < self.l_limit or image == first_image:
                continue
            if i == limit:
                break
            future = executor.submit(self.process_image, image, first_image, current_experiment)
            futures[image] = future

        for i, (image, future) in enumerate(futures.items()):
            result = future.result()
            self.images[image] = result
            self.ellipses[image] = [result[0]]

            if verbose:
                loaded = cv2.imread(result[1])
                loaded = image.resize(loaded, self.resolution)
                self.show_ellipse_image(loaded, result[0])


    return self.ellipses, self.images