Image_Combine / app.py
PSNbst's picture
Update app.py
14df9f4 verified
raw
history blame
8.28 kB
import gradio as gr
from PIL import Image
import io
import zipfile
import random
def random_black_or_white():
"""返回 RGBA (黑 或 白),50% 概率"""
return (0, 0, 0, 255) if random.random() < 0.5 else (255, 255, 255, 255)
def random_non_black_white():
"""
返回 (r,g,b,a),且不是纯黑(0,0,0)也不是纯白(255,255,255)。
用于最后不足4张时的空格颜色填充。
"""
while True:
r = random.randint(0, 255)
g = random.randint(0, 255)
b = random.randint(0, 255)
if not (r == g == b == 0 or r == g == b == 255):
return (r, g, b, 255)
def limit_2048(img: Image.Image):
"""若宽或高大于2048,则等比例缩小到不超过2048。"""
w, h = img.size
if w > 2048 or h > 2048:
scale = min(2048 / w, 2048 / h)
new_w = int(w * scale)
new_h = int(h * scale)
img = img.resize((new_w, new_h), Image.Resampling.LANCZOS)
return img
def resize_to_64_multiple(img: Image.Image):
"""
将图像就近缩放到(w', h'),其中 w'、h'均为64倍数(至少64)。
空余区域随机黑/白填充,保留透明度。
"""
w, h = img.size
w64 = max(64, round(w / 64) * 64)
h64 = max(64, round(h / 64) * 64)
scale = min(w64 / w, h64 / h)
nw = int(w * scale)
nh = int(h * scale)
bg_color = random_black_or_white()
background = Image.new("RGBA", (w64, h64), bg_color)
scaled = img.resize((nw, nh), Image.Resampling.LANCZOS)
ox = (w64 - nw) // 2
oy = (h64 - nh) // 2
background.paste(scaled, (ox, oy), scaled)
return background
def make_collage_2x2(images_4):
"""传入4张同尺寸RGBA,以2×2拼接,并限制在2048以内。"""
w, h = images_4[0].size
collage = Image.new("RGBA", (2*w, 2*h), (0, 0, 0, 255))
collage.paste(images_4[0], (0, 0), images_4[0])
collage.paste(images_4[1], (w, 0), images_4[1])
collage.paste(images_4[2], (0, h), images_4[2])
collage.paste(images_4[3], (w, h), images_4[3])
return limit_2048(collage)
def make_collage_leftover(images_leftover):
"""
针对不足4张(1~3)的情况,随机布局(1x1,1x2,2x1,2x2等)容纳这些图片,
其余空格以“非黑非白”的纯色填充,并最终限制2048以内。
"""
n = len(images_leftover)
if n < 1 or n > 3:
return None
# 先做“64倍数随机黑/白填充”缩放
resized_list = [resize_to_64_multiple(img) for img in images_leftover]
# 找最大宽、高,统一尺寸
max_w = max(im.size[0] for im in resized_list)
max_h = max(im.size[1] for im in resized_list)
# 再居中贴到背景 (max_w, max_h) 保证每张图一致
uniformed = []
for rimg in resized_list:
w, h = rimg.size
if (w, h) == (max_w, max_h):
uniformed.append(rimg)
else:
# 用本身的背景色(左上像素)来填充
bg_color = rimg.getpixel((0,0))
bg = Image.new("RGBA", (max_w, max_h), bg_color)
offx = (max_w - w) // 2
offy = (max_h - h) // 2
bg.paste(rimg, (offx, offy), rimg)
uniformed.append(bg)
# 选定随机布局
# n=1: (1x1),(1x2),(2x1),(2x2)
# n=2: (1x2),(2x1),(2x2)
# n=3: (2x2)
possible_layouts = []
if n == 1:
possible_layouts = [(1,1), (1,2), (2,1), (2,2)]
elif n == 2:
possible_layouts = [(1,2), (2,1), (2,2)]
else: # n == 3
possible_layouts = [(2,2)]
rows, cols = random.choice(possible_layouts)
big_w = cols * max_w
big_h = rows * max_h
collage = Image.new("RGBA", (big_w, big_h), (0,0,0,255))
# 网格坐标
cells = [(r, c) for r in range(rows) for c in range(cols)]
random.shuffle(cells)
# 把uniformed中的图贴到前n个格子
for i, img_ in enumerate(uniformed):
r, c = cells[i]
offset_x = c * max_w
offset_y = r * max_h
collage.paste(img_, (offset_x, offset_y), img_)
# 剩余格子(空格)用“非黑非白”的随机色填充
leftover_cells = cells[n:]
for (r, c) in leftover_cells:
color_ = random_non_black_white()
rect = Image.new("RGBA", (max_w, max_h), color_)
collage.paste(rect, (c*max_w, r*max_h), rect)
return limit_2048(collage)
def process_images(uploaded_files):
"""
1) 分成若干4张组 => each 2x2;
2) 对最后剩余(1~3张),make_collage_leftover 处理。
3) 返回所有结果图
"""
pil_images = []
for f in uploaded_files:
if f is not None:
# 保留透明
img = Image.open(f.name).convert("RGBA")
pil_images.append(img)
results = []
total = len(pil_images)
groups_4 = total // 4
leftover = total % 4
idx = 0
# 先拼满4张的组
for _ in range(groups_4):
group_4 = pil_images[idx:idx+4]
idx += 4
# 每张先resize
resized_4 = [resize_to_64_multiple(im) for im in group_4]
# 再统一max_w, max_h
max_w = max(im.size[0] for im in resized_4)
max_h = max(im.size[1] for im in resized_4)
final_4 = []
for rimg in resized_4:
w, h = rimg.size
if (w, h) == (max_w, max_h):
final_4.append(rimg)
else:
# 补背景居中
bg_color = rimg.getpixel((0,0))
bg = Image.new("RGBA", (max_w, max_h), bg_color)
offx = (max_w - w)//2
offy = (max_h - h)//2
bg.paste(rimg, (offx, offy), rimg)
final_4.append(bg)
collage_2x2 = make_collage_2x2(final_4)
results.append(collage_2x2)
# 再拼 leftover 1~3张
if leftover > 0:
leftover_images = pil_images[idx:]
collage_left = make_collage_leftover(leftover_images)
if collage_left is not None:
results.append(collage_left)
return results
def make_zip(uploaded_files):
"""把所有拼接结果打包成zip并返回给Gradio的File组件。"""
collages = process_images(uploaded_files)
# 若无生成任何拼图
if not collages:
# 返回 None 说明无法下载;会显示“无可下载内容”提示
return None
buf = io.BytesIO()
with zipfile.ZipFile(buf, "w", zipfile.ZIP_DEFLATED) as zf:
for i, img in enumerate(collages, start=1):
img_bytes = io.BytesIO()
img.save(img_bytes, format="PNG")
img_bytes.seek(0)
zf.writestr(f"collage_{i}.png", img_bytes.read())
buf.seek(0)
return buf
def on_zip_click(files):
"""
用来返回 (zip_file_obj, message_str) 两个输出:
1) zip_file_obj 要么是zip流,要么是None;
2) message_str 用于提示结果或错误。
"""
z = make_zip(files)
if z is None:
return (None, "无可下载内容 - 请检查是否上传了图片或剩余不足4张且无法拼图")
else:
return (z, "打包完成!可点击上方链接下载。")
with gr.Blocks() as demo:
gr.Markdown("## 2×2 拼接小工具(支持最后不足4张、随机填充、保留透明)")
with gr.Row():
with gr.Column():
file_input = gr.Files(label="上传多张图片", file_types=["image"])
preview_btn = gr.Button("生成预览")
zip_btn = gr.Button("打包下载 ZIP")
with gr.Column():
# 不使用 .style() 以兼容老Gradio
gallery_out = gr.Gallery(label="拼接结果预览", columns=2)
# 一开始就 visible=True,这样点击按钮后能马上显示下载链接
zip_file_out = gr.File(label="点击下载打包结果", visible=True, interactive=False)
msg_output = gr.Textbox(label="处理信息", interactive=False)
# 生成预览
preview_btn.click(
fn=process_images,
inputs=[file_input],
outputs=[gallery_out]
)
# 打包下载ZIP,额外给一个文本提示
zip_btn.click(
fn=on_zip_click,
inputs=[file_input],
outputs=[zip_file_out, msg_output]
)
demo.launch()