Delete figure_generate.py

figure_generate.py

@@ -1,132 +0,0 @@
-from PIL import Image, ImageDraw, ImageFilter
-import numpy as np
-import random
-import math
-
-class SimplePolygon:
-    pow2 = None
-
-    def __init__(self, file_name, depth_name, tags_name,resolution=(512, 512), init_color=(255, 255, 255)):
-        self.file_name = file_name
-        self.depth_name = depth_name
-        self.tags_name = tags_name
-        self.width = resolution[0]
-        self.height = resolution[1]
-        self.components= [set([(wi, hi) for wi in range(512) for hi in range(512)])]
-        self.img1 = np.full((self.width, self.height, 3), np.random.randint(0, 256, size=(3,), dtype=np.uint8), dtype=np.uint8)
-        self.img2 = np.zeros([self.width, self.height, 3], dtype=np.uint8)
-        self.count = 0
-        if self.pow2 is None:
-            self.pow2 = [x**2 for x in range(max(resolution[0],resolution[1])+1)]
-
-    def generate(self):
-        layer = np.zeros_like(self.components, dtype=np.uint16)
-        noise = np.zeros(3, dtype=np.int16)
-        if random.randint(1, 5)==1:
-            noise = np.random.randint(-10, 10, size=(3,), dtype=np.int16)
-        for i in range(len(self.components)):
-            # ↓に重なってる図形の層+1 のmax
-            for j in range(i-1, -1, -1):
-                if not self.components[i].isdisjoint(self.components[j]):
-                    layer[i]=max(layer[i], layer[j]+1)
-            # 色付ける
-            color = np.random.randint(0, 255, size=(3,), dtype=np.int16)
-            vec = np.random.randint(0, 255, size=(3,), dtype=np.int16)
-            ep = np.random.normal(0, 2, size=(2,))
-            for wi, hi in self.components[i]:
-                self.img1[wi][hi] = np.abs((color + vec * (ep[0] * wi / self.width + ep[1] * hi / self.height)+noise) % 512 - 256).astype(np.uint8)
-        # depth画像生成
-        self.layer_max = np.max(layer)
-        normalized_layer = ( (255 * layer) // self.layer_max).astype(np.uint8)
-        for wi in range(self.width):
-            for hi in range(self.height):
-                for i in range(len(self.components)-1, -1, -1):
-                    if (wi,hi) in self.components[i]:
-                        self.img2[wi][hi][0] = normalized_layer[i]          
-                        self.img2[wi][hi][1] = normalized_layer[i]          
-                        self.img2[wi][hi][2] = normalized_layer[i]          
-                        break
-
-    def add_rect(self):
-        left_top = [random.randint(0, self.width//10*9), random.randint(0, self.height//10*9)]
-        poly_width = random.randint(60, self.width//2)
-        poly_height = random.randint(60, self.height//2)
-        poly = set()
-        for wi in range(left_top[0], min(left_top[0]+poly_width, self.width)):
-            for hi in range(left_top[1], min(left_top[1]+poly_height, self.height)):
-                poly.add((wi, hi))
-        self.components.append(self.rotate_component(poly, random.uniform(-math.pi, math.pi)))
-        return poly
-
-    def add_ellipse(self):
-        center = [random.randint(self.width//10, self.width//10*9), random.randint(self.height//10, self.height//10*9)]
-        radius_width = random.randint(60, self.width//4)
-        radius_height = random.randint(60, self.height//4)
-        poly = set()
-        r = radius_width**2 * radius_height**2
-        h2 = radius_height**2
-        w2 = radius_width**2
-        for wi in range(self.width):
-            xx = h2 * self.pow2[abs(wi-center[0])]
-            if xx > r:
-                continue
-            for hi in range(self.height):
-                if xx + w2 * self.pow2[abs(hi-center[1])] <= r:
-                    poly.add((wi, hi))
-        self.components.append(self.rotate_component(poly, random.uniform(-math.pi, math.pi)))
-        return poly
-    def rotate_component(self, comp, rad):
-        retv = set()
-        for wi, hi in comp:
-            new_wi = math.cos(rad)*(wi-self.width/2)-math.sin(rad)*(hi-self.height/2)+self.width/2
-            new_hi = math.sin(rad)*(wi-self.width/2)+math.cos(rad)*(hi-self.height/2)+self.height/2
-            new_wi = round(new_wi)
-            new_hi = round(new_hi)
-            for i in range(-1, 2): # -1,0,1
-                for j in range(-1, 2):
-                    retv.add((new_wi+i, new_hi+j))
-        return retv
-    def save(self):
-        Image.fromarray(self.img1).filter(filter=ImageFilter.GaussianBlur(random.randint(0, 1))).save(self.file_name)
-        Image.fromarray(self.img2).save(self.depth_name)
-        with open(self.tags_name, "w") as file:
-            if self.layer_max is None:
-                file.write("")
-            else:
-                file.write(f"{self.layer_max+1}depth")
-
-    
-import uuid
-import concurrent.futures
-from tqdm import tqdm
-import os
-
-
-
-def process_polygon():
-    random_uuid = str(uuid.uuid4())
-    polygon = SimplePolygon(f"conditioning_images/{random_uuid}.png", f"images/{random_uuid}.png", f"conditioning_images/{random_uuid}.txt")
-    for _ in range(random.randint(4, 10)):
-        if random.randint(0,1)==0:
-            polygon.add_ellipse()
-        else:
-            polygon.add_rect()
-    polygon.generate()
-    polygon.save()
-
-def main():
-    if not os.path.exists("conditioning_images"):
-        os.makedirs("conditioning_images")
-    if not os.path.exists("images"):
-        os.makedirs("images")
-    num_processes = 24 
-    total_runs = 100000 
-
-    with tqdm(total=total_runs, ncols=80) as pbar:
-        with concurrent.futures.ProcessPoolExecutor(max_workers=num_processes) as executor:
-            futures = [executor.submit(process_polygon) for _ in range(total_runs)]
-            for future in concurrent.futures.as_completed(futures):
-                pbar.update(1)
-
-if __name__ == "__main__":
-    main()