python实现制作数字人软件设计代码示例
要实现一个数字人软件设计,可以使用 Python 结合一些库和框架来实现。以下是一个简单的示例代码,用于生成一个数字人的外观设计:
import random
import matplotlib.pyplot as plt
from PIL import Image, ImageDraw
# 创建一个空白画布
canvas_width = 400
canvas_height = 400
canvas = Image.new('RGB', (canvas_width, canvas_height), 'white')
draw = ImageDraw.Draw(canvas)
# 设置数字人的特征参数
head_radius = random.randint(50, 100)
body_height = random.randint(150, 250)
arm_length = random.randint(70, 120)
leg_length = random.randint(90, 150)
eye_color = random.choice(['blue', 'green', 'brown'])
hair_color = random.choice(['black', 'brown', 'blonde'])
# 绘制头部
head_center = (canvas_width // 2, head_radius)
head_bbox = (head_center[0] - head_radius, head_center[1] - head_radius,
head_center[0] + head_radius, head_center[1] + head_radius)
draw.ellipse(head_bbox, fill='lightgray', outline='black')
# 绘制身体
body_top = head_radius * 2
body_bottom = body_top + body_height
body_bbox = (head_center[0] - head_radius, body_top,
head_center[0] + head_radius, body_bottom)
draw.rectangle(body_bbox, fill='lightgray', outline='black')
# 绘制四肢
arm_length = arm_length * random.choice([-1, 1])
arm_top = body_top + (body_height // 3)
arm_bottom = arm_top + arm_length
left_arm_bbox = (head_center[0] - head_radius - arm_length, arm_top,
head_center[0] - head_radius, arm_bottom)
right_arm_bbox = (head_center[0] + head_radius, arm_top,
head_center[0] + head_radius + arm_length, arm_bottom)
draw.rectangle(left_arm_bbox, fill='lightgray', outline='black')
draw.rectangle(right_arm_bbox, fill='lightgray', outline='black')
leg_length = leg_length * random.choice([-1, 1])
leg_top = body_bottom
leg_bottom = leg_top + leg_length
left_leg_bbox = (head_center[0] - head_radius, leg_top,
head_center[0] - head_radius + leg_length, leg_bottom)
right_leg_bbox = (head_center[0] + head_radius - leg_length, leg_top,
head_center[0] + head_radius, leg_bottom)
draw.rectangle(left_leg_bbox, fill='lightgray', outline='black')
draw.rectangle(right_leg_bbox, fill='lightgray', outline='black')
# 绘制眼睛和头发
eye_radius = head_radius // 5
eye_offset = head_radius // 3
left_eye_center = (head_center[0] - eye_offset, head_center[1])
right_eye_center = (head_center[0] + eye_offset, head_center[1])
draw.ellipse((left_eye_center[0] - eye_radius, left_eye_center[1] - eye_radius,
left_eye_center[0] + eye_radius, left_eye_center[1] + eye_radius),
fill=eye_color, outline='black')
draw.ellipse((right_eye_center[0] - eye_radius, right_eye_center[1] - eye_radius,
right_eye_center[0] + eye_radius, right_eye_center[1] + eye_radius),
fill=eye_color, outline='black')
hair_top = head_bbox[1] - head_radius // 2
hair_bottom = head_bbox[1]
hair_bbox = (head_bbox[0], hair_top, head_bbox[2], hair_bottom)
draw.rectangle(hair_bbox, fill=hair_color, outline='black')
# 显示生成的数字人图像
plt.imshow(canvas)
plt.axis('off')
plt.show()
这段代码使用 Python 中的 Pillow 库
绘制了一个数字人的简单外观设计。它使用随机生成的特征参数来决定数字人的各个部分的尺寸、颜色等。生成的数字人图像将在一个绘图窗口中显示出来。
请注意,这只是一个简单的示例代码,实际的数字人设计可能需要更复杂的算法和图形处理技术。此外,也可以使用其他图形库和工具,如 OpenCV
、Pygame
等,根据具体需求来实现数字人软件设计。
然后,我们要对以上简单的示例代码进行优化封装,可以将生成数字人的过程封装为一个函数。同时,可以将一些参数作为函数的参数,使代码更灵活和可重用。下面是对以上代码进行优化封装的示例:
import random
import matplotlib.pyplot as plt
from PIL import Image, ImageDraw
def generate_digit_person(head_radius_range, body_height_range, arm_length_range, leg_length_range, eye_colors, hair_colors):
# 创建一个空白画布
canvas_width = 400
canvas_height = 400
canvas = Image.new('RGB', (canvas_width, canvas_height), 'white')
draw = ImageDraw.Draw(canvas)
# 设置数字人的特征参数
head_radius = random.randint(*head_radius_range)
body_height = random.randint(*body_height_range)
arm_length = random.randint(*arm_length_range)
leg_length = random.randint(*leg_length_range)
eye_color = random.choice(eye_colors)
hair_color = random.choice(hair_colors)
# 绘制头部
head_center = (canvas_width // 2, head_radius)
head_bbox = (head_center[0] - head_radius, head_center[1] - head_radius,
head_center[0] + head_radius, head_center[1] + head_radius)
draw.ellipse(head_bbox, fill='lightgray', outline='black')
# 绘制身体
body_top = head_radius * 2
body_bottom = body_top + body_height
body_bbox = (head_center[0] - head_radius, body_top,
head_center[0] + head_radius, body_bottom)
draw.rectangle(body_bbox, fill='lightgray', outline='black')
# 绘制四肢
arm_length = arm_length * random.choice([-1, 1])
arm_top = body_top + (body_height // 3)
arm_bottom = arm_top + arm_length
left_arm_bbox = (head_center[0] - head_radius - arm_length, arm_top,
head_center[0] - head_radius, arm_bottom)
right_arm_bbox = (head_center[0] + head_radius, arm_top,
head_center[0] + head_radius + arm_length, arm_bottom)
draw.rectangle(left_arm_bbox, fill='lightgray', outline='black')
draw.rectangle(right_arm_bbox, fill='lightgray', outline='black')
leg_length = leg_length * random.choice([-1, 1])
leg_top = body_bottom
leg_bottom = leg_top + leg_length
left_leg_bbox = (head_center[0] - head_radius, leg_top,
head_center[0] - head_radius + leg_length, leg_bottom)
right_leg_bbox = (head_center[0] + head_radius - leg_length, leg_top,
head_center[0] + head_radius, leg_bottom)
draw.rectangle(left_leg_bbox, fill='lightgray', outline='black')
draw.rectangle(right_leg_bbox, fill='lightgray', outline='black')
# 绘制眼睛和头发
eye_radius = head_radius // 5
eye_offset = head_radius // 3
left_eye_center = (head_center[0] - eye_offset, head_center[1])
right_eye_center = (head_center[0] + eye_offset, head_center[1])
draw.ellipse((left_eye_center[0] - eye_radius, left_eye_center[1] - eye_radius,
left_eye_center[0] + eye_radius, left_eye_center[1] + eye_radius),
fill=eye_color, outline='black')
draw.ellipse((right_eye_center[0] - eye_radius, right_eye_center[1] - eye_radius,
right_eye_center[0] + eye_radius, right_eye_center[1] + eye_radius),
fill=eye_color, outline='black')
hair_top = head_bbox[1] - head_radius // 2
hair_bottom = head_bbox[1]
hair_bbox = (head_bbox[0], hair_top, head_bbox[2], hair_bottom)
draw.rectangle(hair_bbox, fill=hair_color, outline='black')
# 返回生成的数字人图像
return canvas
# 设置特征参数的范围和可选值
head_radius_range = (50, 100)
body_height_range = (150, 250)
arm_length_range = (70, 120)
leg_length_range = (90, 150)
eye_colors = ['blue', 'green', 'brown']
hair_colors = ['black', 'brown', 'blonde']
# 生成数字人图像
digit_person_image = generate_digit_person(head_radius_range, body_height_range, arm_length_range, leg_length_range, eye_colors, hair_colors)
# 显示生成的数字人图像
plt.imshow(digit_person_image)
plt.axis('off')
plt.show()
通过将生成数字人的过程封装为一个函数 generate_digit_person()
,并将特征参数的范围和可选值作为函数的参数,可以更方便地调整数字人的外观。这样,可以通过修改参数来生成不同样式的数字人图像。