From a8979d81b0a48af6fe1e8c8cab161bb3c4ad149b Mon Sep 17 00:00:00 2001 From: Kacper Donat Date: Thu, 3 May 2018 20:09:55 +0200 Subject: [PATCH] Mariusz wielozadaniowy --- .gitignore | 1 + dataset.py | 8 +--- decals/10.png | Bin 0 -> 6048 bytes decals/8.png | Bin 0 -> 4591 bytes decals/9.png | Bin 0 -> 6345 bytes prepare_dataset.py | 6 +-- test.jpg | Bin 114547 -> 0 bytes uss-mariusz.py | 98 ++++++++++++++++++++++++++++++--------------- 8 files changed, 71 insertions(+), 42 deletions(-) create mode 100644 decals/10.png create mode 100644 decals/8.png create mode 100644 decals/9.png delete mode 100644 test.jpg diff --git a/.gitignore b/.gitignore index 26e2d8a..93f03f3 100644 --- a/.gitignore +++ b/.gitignore @@ -141,3 +141,4 @@ fabric.properties ### own damaged_* ok_* +/dataset/ diff --git a/dataset.py b/dataset.py index f7b545a..1c4a25c 100644 --- a/dataset.py +++ b/dataset.py @@ -1,11 +1,10 @@ - import os from torch.utils import data from torchvision import transforms, utils from PIL import Image class dataset(data.Dataset): - def __init__(self, root_path, ok_path = "ok_dataset", damaged_path = "damaged_dataset"): + def __init__(self, root_path, ok_path="ok_dataset", damaged_path="damaged_dataset"): super(dataset, self).__init__() self.ok_images_path = os.path.join(root_path, ok_path) self.damaged_images_path = os.path.join(root_path, damaged_path) @@ -13,7 +12,6 @@ class dataset(data.Dataset): self.damaged_images_paths = [x for x in os.listdir(self.damaged_images_path)] self.transform = transforms.Compose([transforms.ToTensor(), transforms.Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5))]) - def __getitem__(self, i): ok_image = Image.open(os.path.join(self.ok_images_path, self.ok_images_paths[i])).convert("RGB") ok_image = self.transform(ok_image) @@ -25,10 +23,8 @@ class dataset(data.Dataset): def __len__(self): return len(self.ok_images_paths) + def get_dataloader(): trainset = dataset(".") trainloader = data.DataLoader(trainset) return trainloader - - - \ No newline 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zQN#~tOjFhG`W{Gliw4sXn^HeMs(HtczuxY^F~Tzn~l1o&!4aCpBt0u`?E#D3yCN4$T(V%9OJ&o*xF_q!D;z) zK*dlp89mawov05`Er%tJ-=Bp_m0<_!~Vf6`-z sK59AEfQd{?obrw`=jZ()cU&&M6Z+OYnCb9dLiWR%_^&6tOSdQg*(JADPyhe` diff --git a/uss-mariusz.py b/uss-mariusz.py index 747f618..acb51cf 100644 --- a/uss-mariusz.py +++ b/uss-mariusz.py @@ -1,9 +1,11 @@ from random import random, choice -from PIL import Image, ImageFilter +from PIL import Image, ImageFilter, ImageEnhance from functools import reduce import argparse import os +import builtins + def color_ramp(white=(255, 255, 255), black=(0, 0, 0)): wr, wg, wb = white @@ -14,42 +16,70 @@ def color_ramp(white=(255, 255, 255), black=(0, 0, 0)): return list(map(int, reduce(list.__add__, colors))) +def clamp(min, value, max): + return builtins.max(min, builtins.min(value, max)) + + sepia = color_ramp((255 - int(random()*25), 230 + int(random()*25), 179+int(random()*25))) -decals = [os.path.join("decals", f) for f in os.listdir("decals") if os.path.isfile(os.path.join("decals", f))] +class Mariusz: + def __init__(self, colors=sepia, decals=5, noise=.4, brightness=.9, blur=1.3): + self.colors = colors + self.decal_count = decals + self.noise = noise + self.brightness = brightness + self.blur = blur -def clamp(x, value, y): - return max(x, min(value, y)) + self.decals = [os.path.join("decals", f) for f in os.listdir("decals") if os.path.isfile(os.path.join("decals", f))] + def fuck(self, image): + print("Fucking {}...".format(image)) + im = Image.open(image) + im = im.convert("L") + im.putpalette(self.colors) + im = im.convert("RGBA") + im = ImageEnhance.Brightness(im).enhance(self.brightness) -def add_decal(image, decal): - decal = Image.open(decal) - w, h = image.size + ok = im.copy() - scale = .5 + random() - scale = scale * min(w/decal.size[0], 1) + Mariusz.add_noise(im, self.noise) + for _ in range(self.decal_count): + Mariusz.add_decal(im, choice(self.decals)) - decal = decal.rotate(random() * 360, expand=True) - decal = decal.resize(map(int, (scale * decal.size[0], scale * decal.size[1])), Image.ANTIALIAS) + im = im.filter(ImageFilter.GaussianBlur(self.blur)) + damaged = im.convert("RGB") - dw, dh = decal.size - pos = tuple(map(int, (random() * w - .5 * dw, random() * h - .5 * dh))) + return ok, damaged - image.paste(decal, pos, decal) + @staticmethod + def add_decal(image, decal): + decal = Image.open(decal) + w, h = image.size + scale = .5 + random() + scale = scale * min(w/decal.size[0], 1) -def add_noise(image, level): - data = image.getdata() + decal = decal.rotate(random() * 360, expand=True) + decal = decal.resize(map(int, (scale * decal.size[0], scale * decal.size[1])), Image.ANTIALIAS) - def noise(t): - w = int(random() * 255 * level) - r, g, b, a = t + dw, dh = decal.size + pos = tuple(map(int, (random() * w - .5 * dw, random() * h - .5 * dh))) - return clamp(0, r - w, 255), clamp(0, g - w, 255), clamp(0, b - w, 255), a + image.paste(decal, pos, decal) - data = list(map(noise, data)) - image.putdata(data) + @staticmethod + def add_noise(image, level): + data = image.getdata() + + def noise(t): + w = int(random() * 255 * level) + r, g, b, a = t + + return clamp(0, r - w, 255), clamp(0, g - w, 255), clamp(0, b - w, 255), a + + data = list(map(noise, data)) + image.putdata(data) if __name__ == '__main__': @@ -60,6 +90,8 @@ if __name__ == '__main__': parser.add_argument('-d', help='Decals count', type=int, default=8, dest="decals") parser.add_argument('-n', help='Noise level', type=float, default=.4, dest="noise") + parser.add_argument('-g', help='Blur level', type=float, default=1.5, dest="blur") + parser.add_argument('-b', help='Noise level', type=float, default=.9, dest="brightness") args = parser.parse_args() @@ -71,15 +103,15 @@ if __name__ == '__main__': dir, name = os.path.split(args.input) args.damaged = os.path.join(dir, "damaged_" + name) - im = Image.open(args.input) - im = im.convert("L") - im.putpalette(sepia) - im = im.convert("RGBA") + mariusz = Mariusz(sepia, args.decals, args.noise, args.brightness, args.blur) + if os.path.isfile(args.input): + ok, damaged = mariusz.fuck(args.input) + ok.convert('RGB').save(args.output) + damaged.convert('RGB').save(args.damaged) + else: + for f in os.listdir(args.input): + path = os.path.join(args.input, f) - im.convert("RGB").save(args.output) - add_noise(im, args.noise) - for _ in range(args.decals): - add_decal(im, choice(decals)) - - im = im.filter(ImageFilter.GaussianBlur(1.5)) - im.convert("RGB").save(args.damaged) + ok, damaged = mariusz.fuck(os.path.join(args.input, f)) + ok.convert('RGB').save(os.path.join(args.output, f)) + damaged.convert('RGB').save(os.path.join(args.damaged, f))