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DALLE2修改图像插件

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This commit is contained in:
qingxu fu 2023-11-26 01:08:34 +08:00
parent aee57364dd
commit 2d2e02040d
3 changed files with 61 additions and 29 deletions
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20
crazy_functional.py
View File

@ -377,16 +377,16 @@ def get_crazy_functions():
"Function": HotReload(图片生成_DALLE3)
},
})
# function_plugins.update({
# "图片修改_DALLE2 （先切换模型到openai或api2d）": {
# "Group": "对话",
# "Color": "stop",
# "AsButton": True,
# "AdvancedArgs": False, # 调用时，唤起高级参数输入区（默认False）
# # "Info": "使用DALLE2修改图片 | 输入参数字符串，提供图像的内容",
# "Function": HotReload(图片修改_DALLE2)
# },
# })
function_plugins.update({
"图片修改_DALLE2 （先切换模型到openai或api2d）": {
"Group": "对话",
"Color": "stop",
"AsButton": False,
"AdvancedArgs": False, # 调用时，唤起高级参数输入区（默认False）
# "Info": "使用DALLE2修改图片 | 输入参数字符串，提供图像的内容",
"Function": HotReload(图片修改_DALLE2)
},
})
except:
print(trimmed_format_exc())
print('Load function plugin failed')

6
crazy_functions/multi_stage/multi_stage_utils.py
View File

@ -21,11 +21,7 @@ class GptAcademicState():
def reset(self):
pass
def lock_plugin(self, chatbot):
chatbot._cookies['plugin_state'] = pickle.dumps(self)
def unlock_plugin(self, chatbot):
self.reset()
def dump_state(self, chatbot):
chatbot._cookies['plugin_state'] = pickle.dumps(self)
def set_state(self, chatbot, key, value):

64
crazy_functions/图片生成.py
View File

@ -58,8 +58,10 @@ def edit_image(llm_kwargs, prompt, image_path, resolution="1024x1024", model="da
headers = {
'Authorization': f"Bearer {api_key}",
}
make_transparent(image_path, image_path+'.transparent.png')
image_path = image_path+'.transparent.png'
make_transparent(image_path, image_path+'.tsp.png')
make_square_image(image_path+'.tsp.png', image_path+'.tspsq.png')
resize_image(image_path+'.tspsq.png', image_path+'.ready.png', max_size=1024)
image_path = image_path+'.ready.png'
with open(image_path, 'rb') as f:
file_content = f.read()
files = {
@ -134,6 +136,7 @@ def 图片生成_DALLE3(prompt, llm_kwargs, plugin_kwargs, chatbot, history, sys
])
yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新
class ImageEditState(GptAcademicState):
# 尚未完成
def get_image_file(self, x):
@ -146,18 +149,27 @@ class ImageEditState(GptAcademicState):
file = None if not confirm else file_manifest[0]
return confirm, file
def lock_plugin(self, chatbot):
chatbot._cookies['lock_plugin'] = 'crazy_functions.图片生成->图片修改_DALLE2'
self.dump_state(chatbot)
def unlock_plugin(self, chatbot):
self.reset()
chatbot._cookies['lock_plugin'] = None
self.dump_state(chatbot)
def get_resolution(self, x):
return (x in ['256x256', '512x512', '1024x1024']), x
def get_prompt(self, x):
confirm = (len(x)>=5) and (not self.get_resolution(x)[0]) and (not self.get_image_file(x)[0])
return confirm, x
def reset(self):
self.req = [
{'value':None, 'description': '请先上传图像（必须是.png格式）, 然后再次点击本插件', 'verify_fn': self.get_image_file},
{'value':None, 'description': '请输入分辨率,可选：256x256, 512x512 或 1024x1024', 'verify_fn': self.get_resolution},
{'value':None, 'description': '请输入修改需求,建议您使用英文提示词', 'verify_fn': self.get_prompt},
{'value':None, 'description': '请先上传图像（必须是.png格式）, 然后再次点击本插件', 'verify_fn': self.get_image_file},
{'value':None, 'description': '请输入分辨率,可选：256x256, 512x512 或 1024x1024, 然后再次点击本插件', 'verify_fn': self.get_resolution},
{'value':None, 'description': '请输入修改需求,建议您使用英文提示词, 然后再次点击本插件', 'verify_fn': self.get_prompt},
]
self.info = ""
@ -167,7 +179,7 @@ class ImageEditState(GptAcademicState):
confirm, res = r['verify_fn'](prompt)
if confirm:
r['value'] = res
self.set_state(chatbot, 'dummy_key', 'dummy_value')
self.dump_state(chatbot)
break
return self
@ -186,8 +198,9 @@ def 图片修改_DALLE2(prompt, llm_kwargs, plugin_kwargs, chatbot, history, sys
history = [] # 清空历史
state = ImageEditState.get_state(chatbot, ImageEditState)
state = state.feed(prompt, chatbot)
state.lock_plugin(chatbot)
if not state.already_obtained_all_materials():
chatbot.append(["图片修改（先上传图片,再输入修改需求,最后输入分辨率）", state.next_req()])
chatbot.append(["图片修改\n\n1. 上传图片（图片中需要修改的位置用橡皮擦擦除为纯白色，即RGB=255,255,255）\n2. 输入分辨率 \n3. 输入修改需求", state.next_req()])
yield from update_ui(chatbot=chatbot, history=history)
return
@ -196,29 +209,52 @@ def 图片修改_DALLE2(prompt, llm_kwargs, plugin_kwargs, chatbot, history, sys
prompt = state.req[2]['value']
chatbot.append(["图片修改, 执行中", f"图片:`{image_path}`<br/>分辨率:`{resolution}`<br/>修改需求:`{prompt}`"])
yield from update_ui(chatbot=chatbot, history=history)
image_url, image_path = edit_image(llm_kwargs, prompt, image_path, resolution)
chatbot.append([prompt,
chatbot.append([prompt,
f'图像中转网址: <br/>`{image_url}`<br/>'+
f'中转网址预览: <br/><div align="center"><img src="{image_url}"></div>'
f'本地文件地址: <br/>`{image_path}`<br/>'+
f'本地文件预览: <br/><div align="center"><img src="file={image_path}"></div>'
])
yield from update_ui(chatbot=chatbot, history=history) # 刷新界面 界面更新
state.unlock_plugin(chatbot)
def make_transparent(input_image_path, output_image_path):
from PIL import Image
image = Image.open(input_image_path)
image = image.convert("RGBA")
data = image.getdata()
new_data = []
for item in data:
if item[0] == 255 and item[1] == 255 and item[2] == 255:
new_data.append((255, 255, 255, 0))
else:
new_data.append(item)
image.putdata(new_data)
image.save(output_image_path, "PNG")
def resize_image(input_path, output_path, max_size=1024):
from PIL import Image
with Image.open(input_path) as img:
width, height = img.size
if width > max_size or height > max_size:
if width >= height:
new_width = max_size
new_height = int((max_size / width) * height)
else:
new_height = max_size
new_width = int((max_size / height) * width)
resized_img = img.resize(size=(new_width, new_height))
resized_img.save(output_path)
else:
img.save(output_path)
def make_square_image(input_path, output_path):
from PIL import Image
with Image.open(input_path) as img:
width, height = img.size
size = max(width, height)
new_img = Image.new("RGBA", (size, size), color="black")
new_img.paste(img, ((size - width) // 2, (size - height) // 2))
new_img.save(output_path)