Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,70 +1,75 @@
|
|
| 1 |
-
# app.py
|
| 2 |
-
|
| 3 |
-
import gradio as gr
|
| 4 |
-
from PIL import Image
|
| 5 |
-
from generate_image import generate_ghibli_avatar
|
| 6 |
-
from prompt_engineering import interpret_command
|
| 7 |
-
|
| 8 |
-
# 初始记录
|
| 9 |
-
session_prompt = ""
|
| 10 |
-
latest_avatar = None
|
| 11 |
-
|
| 12 |
-
def analyze_emotion_age(img: Image.Image) -> str:
|
| 13 |
-
# 目前使用占位,未来可用 insightface 替代
|
| 14 |
-
return "微笑的18岁青年"
|
| 15 |
-
|
| 16 |
-
def generate_initial_avatar(image, description):
|
| 17 |
-
global session_prompt, latest_avatar
|
| 18 |
-
session_prompt = f"{description},风格为吉卜力风格人物头像"
|
| 19 |
-
avatar = generate_ghibli_avatar(session_prompt, reference_image=image)
|
| 20 |
-
latest_avatar = avatar
|
| 21 |
-
return avatar
|
| 22 |
-
|
| 23 |
-
def apply_user_command(command):
|
| 24 |
-
global session_prompt, latest_avatar
|
| 25 |
-
if not latest_avatar:
|
| 26 |
-
return None, "请先上传图片并生成初始头像"
|
| 27 |
-
|
| 28 |
-
new_prompt = interpret_command(command, session_prompt)
|
| 29 |
-
session_prompt = new_prompt
|
| 30 |
-
avatar = generate_ghibli_avatar(new_prompt, reference_image=None)
|
| 31 |
-
latest_avatar = avatar
|
| 32 |
-
return avatar, f"提示词已更新为:{new_prompt}"
|
| 33 |
-
|
| 34 |
-
def finalize():
|
| 35 |
-
return "感谢使用!希望你喜欢这个吉卜力头像 😊"
|
| 36 |
-
|
| 37 |
-
with gr.Blocks(title="吉卜力头像生成器") as demo:
|
| 38 |
-
gr.Markdown("# 🎨 吉卜力头像生成器\n上传照片,生成你的动漫形象,并用中文指令调整细节!")
|
| 39 |
-
|
| 40 |
-
with gr.Row():
|
| 41 |
-
image_input = gr.Image(type="pil", label="上传照片或拍照")
|
| 42 |
-
description_output = gr.Textbox(label="分析结果", interactive=False)
|
| 43 |
-
|
| 44 |
-
with gr.Row():
|
| 45 |
-
gen_btn = gr.Button("生成初始头像")
|
| 46 |
-
avatar_output = gr.Image(label="生成的头像")
|
| 47 |
-
|
| 48 |
-
with gr.Row():
|
| 49 |
-
user_command = gr.Textbox(label="输入你的修改指令(如:给我加一个红色头发)")
|
| 50 |
-
command_btn = gr.Button("应用指令")
|
| 51 |
-
feedback = gr.Textbox(label="系统反馈", interactive=False)
|
| 52 |
-
|
| 53 |
-
final_btn = gr.Button("我满意啦!")
|
| 54 |
-
|
| 55 |
-
# 功能绑定
|
| 56 |
-
gen_btn.click(
|
| 57 |
-
fn=lambda img: (analyze_emotion_age(img), generate_initial_avatar(img, analyze_emotion_age(img))),
|
| 58 |
-
inputs=image_input,
|
| 59 |
-
outputs=[description_output, avatar_output]
|
| 60 |
-
)
|
| 61 |
-
|
| 62 |
-
command_btn.click(
|
| 63 |
-
fn=apply_user_command,
|
| 64 |
-
inputs=user_command,
|
| 65 |
-
outputs=[avatar_output, feedback]
|
| 66 |
-
)
|
| 67 |
-
|
| 68 |
-
final_btn.click(fn=finalize, outputs=feedback)
|
| 69 |
-
|
| 70 |
-
demo.launch()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# app.py
|
| 2 |
+
|
| 3 |
+
import gradio as gr
|
| 4 |
+
from PIL import Image
|
| 5 |
+
from generate_image import generate_ghibli_avatar
|
| 6 |
+
from prompt_engineering import interpret_command
|
| 7 |
+
|
| 8 |
+
# 初始记录
|
| 9 |
+
session_prompt = ""
|
| 10 |
+
latest_avatar = None
|
| 11 |
+
|
| 12 |
+
def analyze_emotion_age(img: Image.Image) -> str:
|
| 13 |
+
# 目前使用占位,未来可用 insightface 替代
|
| 14 |
+
return "微笑的18岁青年"
|
| 15 |
+
|
| 16 |
+
def generate_initial_avatar(image, description):
|
| 17 |
+
global session_prompt, latest_avatar
|
| 18 |
+
session_prompt = f"{description},风格为吉卜力风格人物头像"
|
| 19 |
+
avatar = generate_ghibli_avatar(session_prompt, reference_image=image)
|
| 20 |
+
latest_avatar = avatar
|
| 21 |
+
return avatar
|
| 22 |
+
|
| 23 |
+
def apply_user_command(command):
|
| 24 |
+
global session_prompt, latest_avatar
|
| 25 |
+
if not latest_avatar:
|
| 26 |
+
return None, "请先上传图片并生成初始头像"
|
| 27 |
+
|
| 28 |
+
new_prompt = interpret_command(command, session_prompt)
|
| 29 |
+
session_prompt = new_prompt
|
| 30 |
+
avatar = generate_ghibli_avatar(new_prompt, reference_image=None)
|
| 31 |
+
latest_avatar = avatar
|
| 32 |
+
return avatar, f"提示词已更新为:{new_prompt}"
|
| 33 |
+
|
| 34 |
+
def finalize():
|
| 35 |
+
return "感谢使用!希望你喜欢这个吉卜力头像 😊"
|
| 36 |
+
|
| 37 |
+
with gr.Blocks(title="吉卜力头像生成器") as demo:
|
| 38 |
+
gr.Markdown("# 🎨 吉卜力头像生成器\n上传照片,生成你的动漫形象,并用中文指令调整细节!")
|
| 39 |
+
|
| 40 |
+
with gr.Row():
|
| 41 |
+
image_input = gr.Image(type="pil", label="上传照片或拍照")
|
| 42 |
+
description_output = gr.Textbox(label="分析结果", interactive=False)
|
| 43 |
+
|
| 44 |
+
with gr.Row():
|
| 45 |
+
gen_btn = gr.Button("生成初始头像")
|
| 46 |
+
avatar_output = gr.Image(label="生成的头像")
|
| 47 |
+
|
| 48 |
+
with gr.Row():
|
| 49 |
+
user_command = gr.Textbox(label="输入你的修改指令(如:给我加一个红色头发)")
|
| 50 |
+
command_btn = gr.Button("应用指令")
|
| 51 |
+
feedback = gr.Textbox(label="系统反馈", interactive=False)
|
| 52 |
+
|
| 53 |
+
final_btn = gr.Button("我满意啦!")
|
| 54 |
+
|
| 55 |
+
# 功能绑定
|
| 56 |
+
gen_btn.click(
|
| 57 |
+
fn=lambda img: (analyze_emotion_age(img), generate_initial_avatar(img, analyze_emotion_age(img))),
|
| 58 |
+
inputs=image_input,
|
| 59 |
+
outputs=[description_output, avatar_output]
|
| 60 |
+
)
|
| 61 |
+
|
| 62 |
+
command_btn.click(
|
| 63 |
+
fn=apply_user_command,
|
| 64 |
+
inputs=user_command,
|
| 65 |
+
outputs=[avatar_output, feedback]
|
| 66 |
+
)
|
| 67 |
+
|
| 68 |
+
final_btn.click(fn=finalize, outputs=feedback)
|
| 69 |
+
|
| 70 |
+
demo.launch()
|
| 71 |
+
# app.py 文件末尾
|
| 72 |
+
if __name__ == "__main__":
|
| 73 |
+
gr.close_all()
|
| 74 |
+
demo.launch()
|
| 75 |
+
|