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Browse files- README.md +5 -5
- app.py +108 -388
- ui_functions.py +6 -6
README.md
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---
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title: AltDiffusion
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emoji:
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colorFrom:
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colorTo:
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sdk: gradio
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sdk_version: 3.
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app_file: app.py
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pinned: false
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license: openrail
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: AltDiffusion
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+
emoji: 📉
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colorFrom: purple
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colorTo: gray
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sdk: gradio
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sdk_version: 3.10.1
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app_file: app.py
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pinned: false
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license: creativeml-openrail-m
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import imp
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import gradio as gr
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import io
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import base64
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import requests
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import
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import ui_functions as uifn
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from css_and_js import js, call_JS
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import
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from share_btn import community_icon_html, loading_icon_html, share_js
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# reload
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txt2img_defaults = {
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'prompt': '',
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'ddim_steps': 50,
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'toggles': [1, 2, 3],
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'sampler_name': 'k_lms',
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'ddim_eta': 0.0,
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'n_iter': 1,
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'batch_size': 1,
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'cfg_scale': 7.5,
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'seed': '',
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'height': 512,
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'width': 512,
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'fp': None,
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'variant_amount': 0.0,
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'variant_seed': '',
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'submit_on_enter': 'Yes',
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}
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img2img_defaults = {
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'prompt': '',
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'ddim_steps': 50,
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'toggles': [1, 4, 5],
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'sampler_name': 'k_lms',
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'ddim_eta': 0.0,
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'n_iter': 1,
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'batch_size': 1,
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'cfg_scale': 5.0,
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'denoising_strength': 0.75,
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'mask_mode': 1,
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'resize_mode': 0,
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'seed': '',
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'height': 512,
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'width': 512,
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'fp': None,
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}
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sample_img2img = None
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job_manager = None
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RealESRGAN = True
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show_embeddings = False
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img2img_resize_modes = [
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"Just resize",
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"Crop and resize",
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"Resize and fill",
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]
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'Normalize Prompt Weights (ensure sum of weights add up to 1.0)',
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'Loopback (use images from previous batch when creating next batch)',
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'Random loopback seed',
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'Save individual images',
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'Save grid',
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'Sort samples by prompt',
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'Write sample info files',
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'Write sample info to one file',
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'jpg samples',
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]
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img2img_toggle_defaults = [img2img_toggles[i] for i in img2img_defaults['toggles']]
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def read_content(file_path: str) -> str:
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"""read the content of target file
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return content
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def base2picture(resbase64):
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res=resbase64.split(',')[1]
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img_b64decode = base64.b64decode(res)
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image = io.BytesIO(img_b64decode)
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img = Image.open(image)
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return img
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def filter_content(raw_style: str):
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if "(" in raw_style:
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i = raw_style.index("(")
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@@ -98,105 +32,108 @@ def filter_content(raw_style: str):
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else :
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return raw_style[:i]
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def
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if filter_content(class_draw) != "国画":
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if filter_content(class_draw) != "通用":
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raw_text = raw_text + f",{filter_content(class_draw)}"
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for sty in style_draw:
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raw_text = raw_text + f",{filter_content(sty)}"
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print(f"raw text is {raw_text}")
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url = "http://flagart.baai.ac.cn/api/general/"
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elif filter_content(class_draw) == "国画":
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else :
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raw_text = raw_text + ",国画"
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url = "http://flagart.baai.ac.cn/api/guohua/"
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d = {"data":[raw_text, int(batch_size), sr_option, w, h, seed]}
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# print('+++++++++right here+++++++')
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# print(w,h,seed)
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r = requests.post(url, json=d, headers={"Content-Type": "application/json", "Accept": "*/*", "Accept-Encoding": "gzip, deflate, br", "Connection": "keep-alive"})
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result_text = r.text
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content = json.loads(result_text)["data"][0]
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images = []
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for i in range(int(batch_size)):
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# print(content[i])
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images.append(base2picture(content[i]))
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def sr_request_images(img_str, idx, w, h, seed):
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idx_map = {
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"图片1(img1)":0,
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"图片2(img2)":1,
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"图片3(img3)":2,
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"图片4(img4)":3,
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}
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idx = idx_map[idx]
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# image_data = re.sub('^data:image/.+;base64,', '', img_str[idx])
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image_data = img_str[idx]
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# print(image_data)
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d = {"data":[image_data, 0, False, w, h, seed]} # batch_size设置为0,sr_opt设置为False, 新加了3个参数w,h,seed,随便放就行,进去不会走这个路
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# print(w,h,seed)
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url = "http://flagart.baai.ac.cn/api/general/"
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r = requests.post(url, json=d, headers={"Content-Type": "application/json", "Accept": "*/*", "Accept-Encoding": "gzip, deflate, br", "Connection": "keep-alive"})
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result_text = r.text
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# print(result_text)
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content = json.loads(result_text)["data"][0]
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# print(content)
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images = [base2picture(content[0])]
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return images
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def
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# Copy any text-only metadata
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use_metadata = False
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metadata = PngImagePlugin.PngInfo()
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for key, value in pil_image.info.items():
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if isinstance(key, str) and isinstance(value, str):
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metadata.add_text(key, value)
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use_metadata = True
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pil_image.save(
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output_bytes, "PNG", pnginfo=(metadata if use_metadata else None)
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)
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bytes_data = output_bytes.getvalue()
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base64_str = str(base64.b64encode(bytes_data), "utf-8")
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return "data:image/png;base64," + base64_str
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def img2img(*args):
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# 处理image
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for i, item in enumerate(args):
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# print(type(item))
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if type(item) == dict:
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args[i]['image'] = encode_pil_to_base64(item['image'])
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args[i]['mask'] = encode_pil_to_base64(item['mask'])
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# else:
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# print(i,type(item))
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# print(item)
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batch_size = args[8]
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url = "http://flagart.baai.ac.cn/api/img2img/"
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d = {"data":args}
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r = requests.post(url, json=d, headers={"Content-Type": "application/json", "Accept": "*/*", "Accept-Encoding": "gzip, deflate, br", "Connection": "keep-alive"})
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# print(r)
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result_text = r.text
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content = json.loads(result_text)["data"][0]
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images = []
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for i in range(batch_size):
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# print(content[i])
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images.append(base2picture(content[i]))
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# content = json.loads(result_text)
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# print(result_text)
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# print("服务器已经把东西返回来啦!!!!!!!乌拉乌拉!!!!!")
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return images
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examples = [
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with block:
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gr.HTML(read_content("header.html"))
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# with gr.Group(elem_id="share-btn-container"):
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# community_icon = gr.HTML(community_icon_html)
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# loading_icon = gr.HTML(loading_icon_html)
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# share_button = gr.Button("Share to community", elem_id="share-btn")
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with gr.Tabs(elem_id='tabss') as tabs:
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with gr.TabItem("文生图(Text-to-img)", id='txt2img_tab'):
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# interactive=True,
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# )
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sample_size = gr.Radio(choices=["1","2","3","4"], value="1", show_label=True, label='生成数量(number)')
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seed = gr.Number(
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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w = gr.Slider(512,1024,value=512, step=64, label="width")
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h = gr.Slider(512,1024,value=512, step=64, label="height")
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with gr.Row(visible=False).style(mobile_collapse=False, equal_height=True):
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sr_option = gr.Checkbox(value=False, label="是否使用超分(Whether to use super-resolution)")
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gallery = gr.Gallery(
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label="Generated images", show_label=False, elem_id="gallery"
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).style(grid=[2,2])
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gr.Examples(examples=examples, fn=request_images, inputs=text, outputs=gallery, examples_per_page=100)
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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img_choices = gr.Dropdown(["图片1(img1)"],label='
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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output_txt2img_copy_to_input_btn = gr.Button("发送图片到图生图(Sent the image to img2img)").style(
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margin=False,
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rounded=(True, True, True, True),
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)
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output_txt2img_sr_btn = gr.Button("将选择的图片进行超分(super-resolution)").style(
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margin=False,
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rounded=(True, True, True, True),
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)
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sr_gallery = gr.Gallery(
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label="SR images", show_label=True, elem_id="sr_gallery"
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).style(grid=[1,1])
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with gr.Row():
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prompt = gr.Markdown("提示(Prompt):", visible=False)
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@@ -308,16 +231,8 @@ if __name__ == "__main__":
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# margin=False,
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# rounded=(True, True, True, True),
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# )
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text.submit(request_images, inputs=[text, class_draw, style_draw, sample_size, sr_option, w, h, seed], outputs=gallery)
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btn.click(request_images, inputs=[text, class_draw, style_draw, sample_size, sr_option, w, h, seed], outputs=gallery)
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# to do here
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output_txt2img_sr_btn.click(sr_request_images, inputs=[gallery, img_choices, w, h, seed], outputs=[sr_gallery])
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sample_size.change(
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fn=uifn.change_img_choices,
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@@ -331,8 +246,8 @@ if __name__ == "__main__":
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elem_id='img2img_prompt_input',
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placeholder="神奇的森林,流淌的河流.",
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lines=1,
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max_lines=1
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value=
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show_label=False).style()
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img2img_btn_mask = gr.Button("Generate", variant="primary", visible=False,
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with gr.Row().style(equal_height=False):
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#with gr.Column():
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img2img_image_mask = gr.Image(
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value=
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source="upload",
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interactive=True,
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tool="sketch",
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@@ -350,71 +265,10 @@ if __name__ == "__main__":
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elem_id="img2img_mask",
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image_mode="RGBA"
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)
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img2img_image_editor = gr.Image(
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value=sample_img2img,
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source="upload",
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interactive=True,
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tool="select",
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type='pil',
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visible=False,
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image_mode="RGBA",
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elem_id="img2img_editor"
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)
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with gr.Tabs(visible=False):
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with gr.TabItem("编辑设置"):
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with gr.Row():
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# disable Uncrop for now
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choices=["Mask", "Crop", "Uncrop"]
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img2img_image_editor_mode = gr.Radio(choices=["Mask"],
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label="编辑模式",
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value="Mask", elem_id='edit_mode_select',
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visible=True)
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img2img_mask = gr.Radio(choices=["保留mask区域", "生成mask区域"],
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label="Mask 方式",
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#value=img2img_mask_modes[img2img_defaults['mask_mode']],
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value = "生成mask区域",
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visible=True)
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img2img_mask_blur_strength = gr.Slider(minimum=1, maximum=10, step=1,
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label="How much blurry should the mask be? (to avoid hard edges)",
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value=3, visible=False)
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img2img_resize = gr.Radio(label="Resize mode",
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| 383 |
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choices=["Just resize", "Crop and resize",
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| 384 |
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"Resize and fill"],
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| 385 |
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value=img2img_resize_modes[
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img2img_defaults['resize_mode']], visible=False)
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| 387 |
-
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img2img_painterro_btn = gr.Button("Advanced Editor",visible=False)
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| 389 |
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# with gr.TabItem("Hints",visible=False):
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# img2img_help = gr.Markdown(visible=False, value=uifn.help_text)
|
| 391 |
gr.Markdown('#### 编辑后的图片')
|
| 392 |
with gr.Row():
|
| 393 |
output_img2img_gallery = gr.Gallery(label="Images", elem_id="img2img_gallery_output").style(
|
| 394 |
grid=[4,4,4] )
|
| 395 |
-
img2img_job_ui = job_manager.draw_gradio_ui() if job_manager else None
|
| 396 |
-
with gr.Column(visible=False):
|
| 397 |
-
with gr.Tabs(visible=False):
|
| 398 |
-
with gr.TabItem("", id="img2img_actions_tab",visible=False):
|
| 399 |
-
gr.Markdown("Select an image, then press one of the buttons below")
|
| 400 |
-
with gr.Row():
|
| 401 |
-
output_img2img_copy_to_clipboard_btn = gr.Button("Copy to clipboard")
|
| 402 |
-
output_img2img_copy_to_input_btn = gr.Button("Push to img2img input")
|
| 403 |
-
output_img2img_copy_to_mask_btn = gr.Button("Push to img2img input mask")
|
| 404 |
-
|
| 405 |
-
gr.Markdown("Warning: This will clear your current image and mask settings!")
|
| 406 |
-
with gr.TabItem("", id="img2img_output_info_tab",visible=False):
|
| 407 |
-
output_img2img_params = gr.Textbox(label="Generation parameters")
|
| 408 |
-
with gr.Row():
|
| 409 |
-
output_img2img_copy_params = gr.Button("Copy full parameters").click(
|
| 410 |
-
inputs=output_img2img_params, outputs=[],
|
| 411 |
-
_js='(x) => {navigator.clipboard.writeText(x.replace(": ",":"))}', fn=None,
|
| 412 |
-
show_progress=False)
|
| 413 |
-
output_img2img_seed = gr.Number(label='Seed', interactive=False, visible=False)
|
| 414 |
-
output_img2img_copy_seed = gr.Button("Copy only seed").click(
|
| 415 |
-
inputs=output_img2img_seed, outputs=[],
|
| 416 |
-
_js=call_JS("gradioInputToClipboard"), fn=None, show_progress=False)
|
| 417 |
-
output_img2img_stats = gr.HTML(label='Stats')
|
| 418 |
with gr.Row():
|
| 419 |
gr.Markdown('提示(prompt):')
|
| 420 |
with gr.Row():
|
|
@@ -423,129 +277,18 @@ if __name__ == "__main__":
|
|
| 423 |
gr.Markdown('Please select an image to cover up a part of the area and enter a text description.')
|
| 424 |
gr.Markdown('# 编辑设置',visible=False)
|
| 425 |
|
| 426 |
-
with gr.Row(visible=False):
|
| 427 |
-
with gr.Column():
|
| 428 |
-
img2img_width = gr.Slider(minimum=64, maximum=2048, step=64, label="图片宽度",
|
| 429 |
-
value=img2img_defaults["width"])
|
| 430 |
-
img2img_height = gr.Slider(minimum=64, maximum=2048, step=64, label="图片高度",
|
| 431 |
-
value=img2img_defaults["height"])
|
| 432 |
-
img2img_cfg = gr.Slider(minimum=-40.0, maximum=30.0, step=0.5,
|
| 433 |
-
label='文本引导强度',
|
| 434 |
-
value=img2img_defaults['cfg_scale'], elem_id='cfg_slider')
|
| 435 |
-
img2img_seed = gr.Textbox(label="随机种子", lines=1, max_lines=1,
|
| 436 |
-
value=img2img_defaults["seed"])
|
| 437 |
-
img2img_batch_count = gr.Slider(minimum=1, maximum=50, step=1,
|
| 438 |
-
label='生成数量',
|
| 439 |
-
value=img2img_defaults['n_iter'])
|
| 440 |
-
img2img_dimensions_info_text_box = gr.Textbox(
|
| 441 |
-
label="长宽比设置")
|
| 442 |
-
with gr.Column():
|
| 443 |
-
img2img_steps = gr.Slider(minimum=1, maximum=250, step=1, label="采样步数",
|
| 444 |
-
value=img2img_defaults['ddim_steps'])
|
| 445 |
-
|
| 446 |
-
img2img_sampling = gr.Dropdown(label='采样方式',
|
| 447 |
-
choices=["DDIM", 'k_dpm_2_a', 'k_dpm_2', 'k_euler_a', 'k_euler',
|
| 448 |
-
'k_heun', 'k_lms'],
|
| 449 |
-
value=img2img_defaults['sampler_name'])
|
| 450 |
-
|
| 451 |
-
img2img_denoising = gr.Slider(minimum=0.0, maximum=1.0, step=0.01, label='Denoising Strength',
|
| 452 |
-
value=img2img_defaults['denoising_strength'],visible=False)
|
| 453 |
-
|
| 454 |
-
img2img_toggles = gr.CheckboxGroup(label='', choices=img2img_toggles,
|
| 455 |
-
value=img2img_toggle_defaults,visible=False)
|
| 456 |
-
|
| 457 |
-
img2img_realesrgan_model_name = gr.Dropdown(label='RealESRGAN model',
|
| 458 |
-
choices=['RealESRGAN_x4plus',
|
| 459 |
-
'RealESRGAN_x4plus_anime_6B'],
|
| 460 |
-
value='RealESRGAN_x4plus',
|
| 461 |
-
visible=RealESRGAN is not None) # TODO: Feels like I shouldnt slot it in here.
|
| 462 |
-
|
| 463 |
-
img2img_embeddings = gr.File(label="Embeddings file for textual inversion",
|
| 464 |
-
visible=show_embeddings)
|
| 465 |
-
|
| 466 |
-
img2img_image_editor_mode.change(
|
| 467 |
-
uifn.change_image_editor_mode,
|
| 468 |
-
[img2img_image_editor_mode,
|
| 469 |
-
img2img_image_editor,
|
| 470 |
-
img2img_image_mask,
|
| 471 |
-
img2img_resize,
|
| 472 |
-
img2img_width,
|
| 473 |
-
img2img_height
|
| 474 |
-
],
|
| 475 |
-
[img2img_image_editor, img2img_image_mask, img2img_btn_editor, img2img_btn_mask,
|
| 476 |
-
img2img_painterro_btn, img2img_mask, img2img_mask_blur_strength]
|
| 477 |
-
)
|
| 478 |
-
|
| 479 |
-
# 这个函数之前注释掉了,但是没有出现bug,看一下这个的作用;
|
| 480 |
-
img2img_image_editor_mode.change(
|
| 481 |
-
uifn.update_image_mask,
|
| 482 |
-
[img2img_image_editor, img2img_resize, img2img_width, img2img_height],
|
| 483 |
-
img2img_image_mask
|
| 484 |
-
)
|
| 485 |
|
| 486 |
-
# 把上面这个注释掉下面就不管用了,很神奇无法理解... 后来又好了
|
| 487 |
-
# output_txt2img_copy_to_input_btn.click(
|
| 488 |
-
# uifn.copy_img_to_input,
|
| 489 |
-
# [gallery],
|
| 490 |
-
# [tabs, img2img_image_editor, img2img_image_mask],
|
| 491 |
-
# _js=call_JS("moveImageFromGallery",
|
| 492 |
-
# fromId="txt2img_gallery_output",
|
| 493 |
-
# toId="img2img_mask")
|
| 494 |
-
# )
|
| 495 |
output_txt2img_copy_to_input_btn.click(
|
| 496 |
uifn.copy_img_to_input,
|
| 497 |
[gallery, img_choices],
|
| 498 |
-
[tabs,
|
| 499 |
)
|
| 500 |
|
| 501 |
-
# go_to_img2img_btn.click(
|
| 502 |
-
# uifn.go_to_img2img,
|
| 503 |
-
# [],
|
| 504 |
-
# [tabs],
|
| 505 |
-
# )
|
| 506 |
-
|
| 507 |
-
# 下面这几个函数现在都没什么用
|
| 508 |
-
output_img2img_copy_to_input_btn.click(
|
| 509 |
-
uifn.copy_img_to_edit,
|
| 510 |
-
[output_img2img_gallery],
|
| 511 |
-
[img2img_image_editor, tabs, img2img_image_editor_mode],
|
| 512 |
-
_js=call_JS("moveImageFromGallery",
|
| 513 |
-
fromId="gallery",
|
| 514 |
-
toId="img2img_editor")
|
| 515 |
-
)
|
| 516 |
-
output_img2img_copy_to_mask_btn.click(
|
| 517 |
-
uifn.copy_img_to_mask,
|
| 518 |
-
[output_img2img_gallery],
|
| 519 |
-
[img2img_image_mask, tabs, img2img_image_editor_mode],
|
| 520 |
-
_js=call_JS("moveImageFromGallery",
|
| 521 |
-
fromId="img2img_gallery_output",
|
| 522 |
-
toId="img2img_editor")
|
| 523 |
-
)
|
| 524 |
-
|
| 525 |
-
output_img2img_copy_to_clipboard_btn.click(fn=None, inputs=output_img2img_gallery, outputs=[],
|
| 526 |
-
_js=call_JS("copyImageFromGalleryToClipboard",
|
| 527 |
-
fromId="img2img_gallery_output")
|
| 528 |
-
)
|
| 529 |
|
| 530 |
img2img_func = img2img
|
| 531 |
-
img2img_inputs = [img2img_prompt,
|
| 532 |
-
img2img_mask_blur_strength, img2img_steps, img2img_sampling, img2img_toggles,
|
| 533 |
-
img2img_realesrgan_model_name, img2img_batch_count, img2img_cfg,
|
| 534 |
-
img2img_denoising, img2img_seed, img2img_height, img2img_width, img2img_resize,
|
| 535 |
-
img2img_image_mask]
|
| 536 |
-
# img2img_outputs = [output_img2img_gallery, output_img2img_seed, output_img2img_params,
|
| 537 |
-
# output_img2img_stats]
|
| 538 |
-
|
| 539 |
img2img_outputs = [output_img2img_gallery]
|
| 540 |
|
| 541 |
-
# If a JobManager was passed in then wrap the Generate functions
|
| 542 |
-
if img2img_job_ui:
|
| 543 |
-
img2img_func, img2img_inputs, img2img_outputs = img2img_job_ui.wrap_func(
|
| 544 |
-
func=img2img_func,
|
| 545 |
-
inputs=img2img_inputs,
|
| 546 |
-
outputs=img2img_outputs,
|
| 547 |
-
)
|
| 548 |
-
|
| 549 |
img2img_btn_mask.click(
|
| 550 |
img2img_func,
|
| 551 |
img2img_inputs,
|
|
@@ -553,11 +296,6 @@ if __name__ == "__main__":
|
|
| 553 |
)
|
| 554 |
|
| 555 |
def img2img_submit_params():
|
| 556 |
-
# print([img2img_prompt, img2img_image_editor_mode, img2img_mask,
|
| 557 |
-
# img2img_mask_blur_strength, img2img_steps, img2img_sampling, img2img_toggles,
|
| 558 |
-
# img2img_realesrgan_model_name, img2img_batch_count, img2img_cfg,
|
| 559 |
-
# img2img_denoising, img2img_seed, img2img_height, img2img_width, img2img_resize,
|
| 560 |
-
# img2img_image_editor, img2img_image_mask, img2img_embeddings])
|
| 561 |
return (img2img_func,
|
| 562 |
img2img_inputs,
|
| 563 |
img2img_outputs)
|
|
@@ -569,25 +307,7 @@ if __name__ == "__main__":
|
|
| 569 |
_js=call_JS("clickFirstVisibleButton",
|
| 570 |
rowId="prompt_row"))
|
| 571 |
|
| 572 |
-
img2img_painterro_btn.click(None,
|
| 573 |
-
[img2img_image_editor, img2img_image_mask, img2img_image_editor_mode],
|
| 574 |
-
[img2img_image_editor, img2img_image_mask],
|
| 575 |
-
_js=call_JS("Painterro.init", toId="img2img_editor")
|
| 576 |
-
)
|
| 577 |
-
|
| 578 |
-
img2img_width.change(fn=uifn.update_dimensions_info, inputs=[img2img_width, img2img_height],
|
| 579 |
-
outputs=img2img_dimensions_info_text_box)
|
| 580 |
-
img2img_height.change(fn=uifn.update_dimensions_info, inputs=[img2img_width, img2img_height],
|
| 581 |
-
outputs=img2img_dimensions_info_text_box)
|
| 582 |
-
|
| 583 |
-
# share_button.click(
|
| 584 |
-
# None,
|
| 585 |
-
# [],
|
| 586 |
-
# [],
|
| 587 |
-
# _js=share_js,
|
| 588 |
-
# )
|
| 589 |
-
|
| 590 |
gr.HTML(read_content("footer.html"))
|
| 591 |
# gr.Image('./contributors.png')
|
| 592 |
|
| 593 |
-
block.queue(max_size=50, concurrency_count=20).launch()
|
|
|
|
|
|
|
|
|
|
| 1 |
import io
|
| 2 |
+
import re
|
| 3 |
+
import imp
|
| 4 |
+
import time
|
| 5 |
+
import json
|
| 6 |
import base64
|
| 7 |
import requests
|
| 8 |
+
import gradio as gr
|
| 9 |
import ui_functions as uifn
|
| 10 |
from css_and_js import js, call_JS
|
| 11 |
+
from PIL import Image, PngImagePlugin, ImageChops
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
|
| 13 |
+
url_host = "http://flagstudio.baai.ac.cn"
|
| 14 |
+
token = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJ1c2VyX2lkIjoiZjAxOGMxMzJiYTUyNDBjMzk5NTMzYTI5YjBmMzZiODMiLCJhcHBfbmFtZSI6IndlYiIsImlkZW50aXR5X3R5cGUiOiIyIiwidXNlcl9yb2xlIjoiMiIsImp0aSI6IjVjMmQzMjdiLWI5Y2MtNDhiZS1hZWQ4LTllMjQ4MDk4NzMxYyIsIm5iZiI6MTY2OTAwNjE5NywiZXhwIjoxOTg0MzY2MTk3LCJpYXQiOjE2NjkwMDYxOTd9.9B3MDk8wA6iWH5puXjcD19tJJ4Ox7mdpRyWZs5Kwt70"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15 |
|
| 16 |
def read_content(file_path: str) -> str:
|
| 17 |
"""read the content of target file
|
|
|
|
| 21 |
|
| 22 |
return content
|
| 23 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 24 |
def filter_content(raw_style: str):
|
| 25 |
if "(" in raw_style:
|
| 26 |
i = raw_style.index("(")
|
|
|
|
| 32 |
else :
|
| 33 |
return raw_style[:i]
|
| 34 |
|
| 35 |
+
def upload_image(img):
|
| 36 |
+
url = url_host + "/api/v1/image/get-upload-link"
|
| 37 |
+
headers = {"token": token}
|
| 38 |
+
r = requests.post(url, json={}, headers=headers)
|
| 39 |
+
if r.status_code != 200:
|
| 40 |
+
raise gr.Error(r.reason)
|
| 41 |
+
head_res = r.json()
|
| 42 |
+
if head_res["code"] != 0:
|
| 43 |
+
raise gr.Error("Unknown error")
|
| 44 |
+
image_id = head_res["data"]["image_id"]
|
| 45 |
+
image_url = head_res["data"]["url"]
|
| 46 |
+
image_headers = head_res["data"]["headers"]
|
| 47 |
+
|
| 48 |
+
imgBytes = io.BytesIO()
|
| 49 |
+
img.save(imgBytes, "PNG")
|
| 50 |
+
imgBytes = imgBytes.getvalue()
|
| 51 |
+
|
| 52 |
+
r = requests.put(image_url, data=imgBytes, headers=image_headers)
|
| 53 |
+
if r.status_code != 200:
|
| 54 |
+
raise gr.Error(r.reason)
|
| 55 |
+
return image_id, image_url
|
| 56 |
+
|
| 57 |
+
def post_reqest(seed, prompt, width, height, image_num, img=None, mask=None):
|
| 58 |
+
data = {
|
| 59 |
+
"type": "gen-image",
|
| 60 |
+
"gen_image_num": image_num,
|
| 61 |
+
"parameters": {
|
| 62 |
+
"width": width, # output height width
|
| 63 |
+
"height": height, # output image height
|
| 64 |
+
"prompts": [prompt],
|
| 65 |
+
}
|
| 66 |
+
}
|
| 67 |
+
data["parameters"]["seed"] = int(seed)
|
| 68 |
+
if img is not None:
|
| 69 |
+
# Upload image
|
| 70 |
+
image_id, image_url = upload_image(img)
|
| 71 |
+
data["parameters"]["init_image"] = {
|
| 72 |
+
"image_id": image_id,
|
| 73 |
+
"url": image_url,
|
| 74 |
+
"width": img.width,
|
| 75 |
+
"height": img.height,
|
| 76 |
+
}
|
| 77 |
+
if mask is not None:
|
| 78 |
+
# Upload mask
|
| 79 |
+
extrama = mask.convert("L").getextrema()
|
| 80 |
+
if extrama[1] > 0:
|
| 81 |
+
mask_id, mask_url = upload_image(mask)
|
| 82 |
+
data["parameters"]["mask_image"] = {
|
| 83 |
+
"image_id": mask_id,
|
| 84 |
+
"url": mask_url,
|
| 85 |
+
"width": mask.width,
|
| 86 |
+
"height": mask.height,
|
| 87 |
+
}
|
| 88 |
+
headers = {"token": token}
|
| 89 |
+
# Send create task request
|
| 90 |
+
# url = "http://flagstudio.baai.ac.cn/api/v1/task/create"
|
| 91 |
+
url = url_host+"/api/v1/task/create"
|
| 92 |
+
r = requests.post(url, json=data, headers=headers)
|
| 93 |
+
if r.status_code != 200:
|
| 94 |
+
raise gr.Error(r.reason)
|
| 95 |
+
create_res = r.json()
|
| 96 |
+
task_id = create_res["data"]["task_id"]
|
| 97 |
+
|
| 98 |
+
# Get result
|
| 99 |
+
url = url_host+"/api/v1/task/status"
|
| 100 |
+
while True:
|
| 101 |
+
r = requests.post(url, json=create_res["data"], headers=headers)
|
| 102 |
+
if r.status_code != 200:
|
| 103 |
+
raise gr.Error(r.reason)
|
| 104 |
+
res = r.json()
|
| 105 |
+
if res["code"] == 6002:
|
| 106 |
+
# Running
|
| 107 |
+
time.sleep(1)
|
| 108 |
+
continue
|
| 109 |
+
elif res["code"] == 0:
|
| 110 |
+
# Finished
|
| 111 |
+
images = []
|
| 112 |
+
for img_info in res["data"]["images"]:
|
| 113 |
+
img_res = requests.get(img_info["url"])
|
| 114 |
+
images.append(Image.open(io.BytesIO(img_res.content)).convert("RGB"))
|
| 115 |
+
return images
|
| 116 |
+
else:
|
| 117 |
+
raise gr.Error(f"Error code: {res['code']}")
|
| 118 |
+
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| 119 |
+
def request_images(raw_text, class_draw, style_draw, batch_size, w, h, seed):
|
| 120 |
if filter_content(class_draw) != "国画":
|
| 121 |
if filter_content(class_draw) != "通用":
|
| 122 |
raw_text = raw_text + f",{filter_content(class_draw)}"
|
| 123 |
|
| 124 |
for sty in style_draw:
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| 125 |
raw_text = raw_text + f",{filter_content(sty)}"
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| 126 |
elif filter_content(class_draw) == "国画":
|
| 127 |
+
raw_text = raw_text + ",国画,水墨画,大作,黑白,高清,传统"
|
| 128 |
+
print(f"raw text is {raw_text}")
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| 129 |
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| 130 |
+
images = post_reqest(seed, raw_text, w, h, int(batch_size))
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| 131 |
|
| 132 |
return images
|
| 133 |
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| 134 |
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| 135 |
+
def img2img(prompt, image_and_mask):
|
| 136 |
+
return post_reqest(0, prompt, 512, 512, 1, image_and_mask["image"], image_and_mask["mask"])
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| 137 |
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| 138 |
|
| 139 |
examples = [
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|
| 154 |
|
| 155 |
with block:
|
| 156 |
gr.HTML(read_content("header.html"))
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|
| 157 |
with gr.Tabs(elem_id='tabss') as tabs:
|
| 158 |
|
| 159 |
with gr.TabItem("文生图(Text-to-img)", id='txt2img_tab'):
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|
| 205 |
# interactive=True,
|
| 206 |
# )
|
| 207 |
sample_size = gr.Radio(choices=["1","2","3","4"], value="1", show_label=True, label='生成数量(number)')
|
| 208 |
+
seed = gr.Number(0, label='seed', interactive=True)
|
| 209 |
with gr.Row().style(mobile_collapse=False, equal_height=True):
|
| 210 |
w = gr.Slider(512,1024,value=512, step=64, label="width")
|
| 211 |
h = gr.Slider(512,1024,value=512, step=64, label="height")
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|
| 212 |
|
| 213 |
gallery = gr.Gallery(
|
| 214 |
label="Generated images", show_label=False, elem_id="gallery"
|
| 215 |
).style(grid=[2,2])
|
| 216 |
gr.Examples(examples=examples, fn=request_images, inputs=text, outputs=gallery, examples_per_page=100)
|
| 217 |
with gr.Row().style(mobile_collapse=False, equal_height=True):
|
| 218 |
+
img_choices = gr.Dropdown(["图片1(img1)"],label='请选择一张图片发送到图生图',show_label=True,value="图片1(img1)")
|
| 219 |
with gr.Row().style(mobile_collapse=False, equal_height=True):
|
| 220 |
output_txt2img_copy_to_input_btn = gr.Button("发送图片到图生图(Sent the image to img2img)").style(
|
| 221 |
margin=False,
|
| 222 |
rounded=(True, True, True, True),
|
| 223 |
)
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|
| 224 |
|
| 225 |
with gr.Row():
|
| 226 |
prompt = gr.Markdown("提示(Prompt):", visible=False)
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|
| 231 |
|
| 232 |
|
| 233 |
|
| 234 |
+
text.submit(request_images, inputs=[text, class_draw, style_draw, sample_size, w, h, seed], outputs=gallery)
|
| 235 |
+
btn.click(request_images, inputs=[text, class_draw, style_draw, sample_size, w, h, seed], outputs=gallery)
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|
| 236 |
|
| 237 |
sample_size.change(
|
| 238 |
fn=uifn.change_img_choices,
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|
| 246 |
elem_id='img2img_prompt_input',
|
| 247 |
placeholder="神奇的森林,流淌的河流.",
|
| 248 |
lines=1,
|
| 249 |
+
max_lines=1,
|
| 250 |
+
value="",
|
| 251 |
show_label=False).style()
|
| 252 |
|
| 253 |
img2img_btn_mask = gr.Button("Generate", variant="primary", visible=False,
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|
| 257 |
with gr.Row().style(equal_height=False):
|
| 258 |
#with gr.Column():
|
| 259 |
img2img_image_mask = gr.Image(
|
| 260 |
+
value=None,
|
| 261 |
source="upload",
|
| 262 |
interactive=True,
|
| 263 |
tool="sketch",
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|
| 265 |
elem_id="img2img_mask",
|
| 266 |
image_mode="RGBA"
|
| 267 |
)
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|
| 268 |
gr.Markdown('#### 编辑后的图片')
|
| 269 |
with gr.Row():
|
| 270 |
output_img2img_gallery = gr.Gallery(label="Images", elem_id="img2img_gallery_output").style(
|
| 271 |
grid=[4,4,4] )
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|
| 272 |
with gr.Row():
|
| 273 |
gr.Markdown('提示(prompt):')
|
| 274 |
with gr.Row():
|
|
|
|
| 277 |
gr.Markdown('Please select an image to cover up a part of the area and enter a text description.')
|
| 278 |
gr.Markdown('# 编辑设置',visible=False)
|
| 279 |
|
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|
| 280 |
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|
|
| 281 |
output_txt2img_copy_to_input_btn.click(
|
| 282 |
uifn.copy_img_to_input,
|
| 283 |
[gallery, img_choices],
|
| 284 |
+
[tabs, img2img_image_mask, move_prompt_zh, move_prompt_en, prompt]
|
| 285 |
)
|
| 286 |
|
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|
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|
|
|
|
| 287 |
|
| 288 |
img2img_func = img2img
|
| 289 |
+
img2img_inputs = [img2img_prompt, img2img_image_mask]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
| 290 |
img2img_outputs = [output_img2img_gallery]
|
| 291 |
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 292 |
img2img_btn_mask.click(
|
| 293 |
img2img_func,
|
| 294 |
img2img_inputs,
|
|
|
|
| 296 |
)
|
| 297 |
|
| 298 |
def img2img_submit_params():
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 299 |
return (img2img_func,
|
| 300 |
img2img_inputs,
|
| 301 |
img2img_outputs)
|
|
|
|
| 307 |
_js=call_JS("clickFirstVisibleButton",
|
| 308 |
rowId="prompt_row"))
|
| 309 |
|
|
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|
| 310 |
gr.HTML(read_content("footer.html"))
|
| 311 |
# gr.Image('./contributors.png')
|
| 312 |
|
| 313 |
+
block.queue(max_size=50, concurrency_count=20).launch()
|
ui_functions.py
CHANGED
|
@@ -96,16 +96,16 @@ def copy_img_to_input(img, idx):
|
|
| 96 |
"图片4(img4)":3,
|
| 97 |
}
|
| 98 |
idx = idx_map[idx]
|
| 99 |
-
|
| 100 |
-
processed_image = Image.open(
|
| 101 |
tab_update = gr.update(selected='img2img_tab')
|
| 102 |
-
img_update = gr.update(value=processed_image)
|
| 103 |
move_prompt_zh_update = gr.update(visible=True)
|
| 104 |
move_prompt_en_update = gr.update(visible=True)
|
| 105 |
prompt_update = gr.update(visible=True)
|
| 106 |
-
return tab_update,
|
| 107 |
-
except IndexError:
|
| 108 |
-
|
|
|
|
| 109 |
|
| 110 |
def copy_img_to_edit(img):
|
| 111 |
try:
|
|
|
|
| 96 |
"图片4(img4)":3,
|
| 97 |
}
|
| 98 |
idx = idx_map[idx]
|
| 99 |
+
assert img[idx]['is_file']
|
| 100 |
+
processed_image = Image.open(img[idx]['name'])
|
| 101 |
tab_update = gr.update(selected='img2img_tab')
|
|
|
|
| 102 |
move_prompt_zh_update = gr.update(visible=True)
|
| 103 |
move_prompt_en_update = gr.update(visible=True)
|
| 104 |
prompt_update = gr.update(visible=True)
|
| 105 |
+
return tab_update, processed_image, move_prompt_zh_update, move_prompt_en_update, prompt_update
|
| 106 |
+
except IndexError as e:
|
| 107 |
+
raise gr.Error(e)
|
| 108 |
+
return [None, None, None, None, None]
|
| 109 |
|
| 110 |
def copy_img_to_edit(img):
|
| 111 |
try:
|