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Running
on
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Running
on
Zero
File size: 1,510 Bytes
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import os
import gradio as gr
from utils.prompt_utils import remove_color
from utils.tagger import modelLoad, analysis
class PromptAnalysis:
def __init__(self, model_dir, post_filter=True,
default_nagative_prompt="lowres, error, extra digit, fewer digits, cropped, worst quality, "
"low quality, normal quality, jpeg artifacts, blurry"):
self.default_nagative_prompt = default_nagative_prompt
self.post_filter = post_filter
self.model = None
self.model_dir = model_dir
def layout(self, input_image):
with gr.Column():
with gr.Row():
self.prompt = gr.Textbox("prompt", lines=3)
with gr.Row():
self.negative_prompt = gr.Textbox("negative_prompt", lines=3, value=self.default_nagative_prompt)
with gr.Row():
self.prompt_analysis_button = gr.Button("analyze_prompt")
self.prompt_analysis_button.click(
self.process_prompt_analysis,
inputs=[input_image],
outputs=self.prompt
)
return [self.prompt, self.negative_prompt]
def process_prompt_analysis(self, input_image_path):
if self.model is None:
self.model = modelLoad(self.model_dir)
tags = analysis(input_image_path, self.model_dir, self.model)
tags_list = tags
if self.post_filter:
tags_list = remove_color(tags)
return tags_list
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