From 69017167fc7a7d743deffa4e150a626575869c87 Mon Sep 17 00:00:00 2001 From: "Alex J. Champandard" Date: Tue, 8 Mar 2016 22:18:32 +0100 Subject: [PATCH] Semantic maps have same number of channels, new assert in code to check for that. --- README.rst | 2 ++ doodle.py | 38 ++++++++++++++++++++------------------ samples/Coastline_sem.png | Bin 12430 -> 10170 bytes samples/Monet_sem.png | Bin 15869 -> 14679 bytes 4 files changed, 22 insertions(+), 18 deletions(-) diff --git a/README.rst b/README.rst index 0676369..23af014 100644 --- a/README.rst +++ b/README.rst @@ -45,6 +45,8 @@ installed system-wide. Afterwards, you can run the following commands from your # Setup the required dependencies simply using the PIP module. python3 -m pip install -r https://raw.githubusercontent.com/alexjc/neural-doodle/master/requirements.txt +. + .. image:: docs/Coastline_example.png Frequent Questions diff --git a/doodle.py b/doodle.py index 0b196d9..f62d0ba 100644 --- a/doodle.py +++ b/doodle.py @@ -116,7 +116,8 @@ def load_data(self): """ if not os.path.exists('vgg19_conv.pkl.bz2'): - print("""{}ERROR: Model file with pre-trained convolution layers not found. Download here:{}\nhttps://github.com/alexjc/neural-doodle/releases/download/v0.0/vgg19_conv.pkl.bz2{}\n"""\ + print("{}ERROR: Model file with pre-trained convolution layers not found. Download here:{}\n"\ + "https://github.com/alexjc/neural-doodle/releases/download/v0.0/vgg19_conv.pkl.bz2{}\n"\ .format(ansi.RED_B, ansi.RED, ansi.ENDC)) sys.exit(-1) @@ -169,27 +170,28 @@ def __init__(self): if args.output is not None and os.path.isfile(args.output): os.remove(args.output) - filename_image = args.content or args.output - filename_map = os.path.splitext(filename_image)[0]+args.semantic_ext + self.style_image_original, self.style_map_original = self.load_images(args.style) + self.content_image_original, self.content_map_original = self.load_images(args.content or args.output) - if os.path.exists(filename_image): - self.content_image_original = scipy.ndimage.imread(filename_image, mode='RGB') - else: - self.content_image_original = None - args.content_weight = 0.0 - - if os.path.exists(filename_map): - self.content_map_original = scipy.ndimage.imread(filename_map, mode='RGB') - if self.content_image_original is None: - self.content_image_original = np.zeros(self.content_map_original.shape[:2]+(3,)) - else: + if self.content_map_original is None: self.content_map_original = np.zeros(self.content_image_original.shape[:2]+(1,)) - args.semantic_weight = 0.0 + self.semantic_weight = 0.0 - # TODO: Refactor this. - self.style_image_original = scipy.ndimage.imread(args.style, mode='RGB') - self.style_map_original = scipy.ndimage.imread(os.path.splitext(args.style)[0]+args.semantic_ext, mode='RGB') + if self.content_image_original is None: + self.content_image_original = np.zeros(self.content_map_original.shape[:2]+(3,)) + args.content_weight = 0.0 + assert self.content_map_original.shape[2] == self.style_map_original.shape[2],\ + "Mismatch in number of channels for style and content semantic map.s" + + def load_images(self, filename): + """If the image and mask files exist, load them. Otherwise they'll be set to default values later. + """ + basename, _ = os.path.splitext(filename) + mapname = basename + args.semantic_ext + img = scipy.ndimage.imread(filename, mode='RGB') if os.path.exists(filename) else None + mask = scipy.ndimage.imread(mapname) if os.path.exists(mapname) else None + return img, mask #------------------------------------------------------------------------------------------------------------------ # Initialization & Setup diff --git a/samples/Coastline_sem.png b/samples/Coastline_sem.png index 1e9e175f1a24b8202bea4fa020dd3cf61fc84473..e5922399834d5f1bb05c6b68bf0dfb1abe070da0 100644 GIT binary patch literal 10170 zcmZvCbzGD|*Y+$OA|NOoiUNXwf^;mXgrrE9bf-u!uq%j2NF&l9-6bFmBGTOrg3{fw z%X{-Y-}iq1e1Gh3XU?2!&di)M_tX{iN?DeKh?WQdK=M-V#cKetpd<`MaQ&zLOlcJW zX7KWbl)A^%)-2Lx^eA~{Z=8+rg!T2lzs9oc?cgTl2eQdOB%+8{IV`#2=qD+&H0urp zqI@p3IgBi`Q=b_2O*I=tg3Ep+2a8URy%R~Ete9r1D7vjj^;I~EnCRsV<_XGlO-Zwt z&enfhLO1@DtzplKzsN72D0IGurXIQ~#^QUwrdT 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