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Create app.py

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  1. app.py +264 -0
app.py ADDED
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+ import cv2
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+ import numpy as np
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+ from PIL import Image, ImageEnhance, ImageFilter
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+ import gradio as gr
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+ from io import BytesIO
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+ import tempfile
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+ import logging
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+
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+ # 로깅 설정 - INFO 레벨로 변경
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+ logging.basicConfig(level=logging.INFO)
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+ logger = logging.getLogger(__name__)
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+
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+ def adjust_brightness(image, value):
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+ """이미지 밝기 조절"""
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+ value = float(value - 1) * 100 # 0-2 범위를 -100에서 +100으로 변환
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+ hsv = cv2.cvtColor(image, cv2.COLOR_BGR2HSV)
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+ h, s, v = cv2.split(hsv)
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+ v = cv2.add(v, value)
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+ v = np.clip(v, 0, 255)
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+ final_hsv = cv2.merge((h, s, v))
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+ return cv2.cvtColor(final_hsv, cv2.COLOR_HSV2BGR)
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+
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+ def adjust_contrast(image, value):
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+ """이미지 대비 조절"""
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+ value = float(value)
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+ return np.clip(image * value, 0, 255).astype(np.uint8)
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+
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+ def adjust_saturation(image, value):
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+ """이미지 채도 조절"""
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+ value = float(value - 1) * 100 # 0-2 범위를 -100에서 +100으로 변환
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+ hsv = cv2.cvtColor(image, cv2.COLOR_BGR2HSV)
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+ h, s, v = cv2.split(hsv)
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+ s = cv2.add(s, value)
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+ s = np.clip(s, 0, 255)
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+ final_hsv = cv2.merge((h, s, v))
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+ return cv2.cvtColor(final_hsv, cv2.COLOR_HSV2BGR)
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+
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+ def adjust_temperature(image, value):
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+ """이미지 색온도 조절 (색상 밸런스)"""
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+ value = float(value) * 30 # 효과 스케일 조절
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+ b, g, r = cv2.split(image)
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+ if value > 0: # 따뜻하게
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+ r = cv2.add(r, value)
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+ b = cv2.subtract(b, value)
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+ else: # 차갑게
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+ r = cv2.add(r, value)
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+ b = cv2.subtract(b, value)
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+
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+ r = np.clip(r, 0, 255)
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+ b = np.clip(b, 0, 255)
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+ return cv2.merge([b, g, r])
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+
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+ def adjust_tint(image, value):
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+ """이미지 색조 조절"""
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+ hsv_image = cv2.cvtColor(image, cv2.COLOR_BGR2HSV)
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+ h, s, v = cv2.split(hsv_image)
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+ h = cv2.add(h, int(value))
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+ h = np.clip(h, 0, 179) # Hue 값은 0-179 범위
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+ final_hsv = cv2.merge((h, s, v))
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+ return cv2.cvtColor(final_hsv, cv2.COLOR_HSV2BGR)
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+
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+ def adjust_exposure(image, value):
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+ """이미지 노출 조절"""
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+ enhancer = ImageEnhance.Brightness(Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB)))
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+ img_enhanced = enhancer.enhance(1 + float(value) / 5.0)
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+ return cv2.cvtColor(np.array(img_enhanced), cv2.COLOR_RGB2BGR)
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+
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+ def adjust_vibrance(image, value):
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+ """이미지 활기 조절"""
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+ img = Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
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+ converter = ImageEnhance.Color(img)
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+ factor = 1 + (float(value) / 100.0)
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+ img = converter.enhance(factor)
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+ return cv2.cvtColor(np.array(img), cv2.COLOR_RGB2BGR)
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+
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+ def adjust_color_mixer_blues(image, value):
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+ """이미지 컬러 믹서 (블루) 조절"""
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+ b, g, r = cv2.split(image)
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+ b = cv2.add(b, float(value))
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+ b = np.clip(b, 0, 255)
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+ return cv2.merge([b, g, r])
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+
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+ def adjust_shadows(image, value):
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+ """이미지 그림자 조절"""
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+ pil_image = Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
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+ enhancer = ImageEnhance.Brightness(pil_image)
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+ factor = 1 + (float(value) / 100.0)
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+ pil_image = enhancer.enhance(factor)
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+ return cv2.cvtColor(np.array(pil_image), cv2.COLOR_BGR2RGB)
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+
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+ def process_image(image, brightness, contrast, saturation, temperature, tint, exposure, vibrance, color_mixer_blues, shadows):
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+ """모든 조정 사항을 이미지에 적용"""
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+ if image is None:
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+ return None
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+
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+ # PIL 이미지를 OpenCV 형식으로 변환
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+ image = cv2.cvtColor(np.array(image), cv2.COLOR_RGB2BGR)
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+
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+ # 조정 사항 순차 적용
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+ image = adjust_brightness(image, brightness)
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+ image = adjust_contrast(image, contrast)
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+ image = adjust_saturation(image, saturation)
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+ image = adjust_temperature(image, temperature)
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+ image = adjust_tint(image, tint)
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+ image = adjust_exposure(image, exposure)
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+ image = adjust_vibrance(image, vibrance)
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+ image = adjust_color_mixer_blues(image, color_mixer_blues)
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+ image = adjust_shadows(image, shadows)
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+
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+ # PIL 이미지로 다시 변환
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+ return Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
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+
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+ def download_image(image, input_image_name):
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+ """이미지를 JPG 형식으로 저장하고 경로 반환"""
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+ if image is None:
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+ return None
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+
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+ # 한국 시간 타임스탬프 생성 함수
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+ from datetime import datetime, timedelta
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+ def get_korean_timestamp():
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+ korea_time = datetime.utcnow() + timedelta(hours=9)
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+ return korea_time.strftime('%Y%m%d_%H%M%S')
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+
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+ timestamp = get_korean_timestamp()
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+ if input_image_name and hasattr(input_image_name, 'name'):
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+ base_name = input_image_name.name.split('.')[0] # 파일 객체에서 이름 추출
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+ else:
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+ base_name = "이미지"
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+
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+ file_name = f"[끝장AI]끝장필터_{base_name}_{timestamp}.jpg"
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+
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+ # 파일 저장
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+ temp_file_path = tempfile.gettempdir() + "/" + file_name
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+ image.save(temp_file_path, format="JPEG")
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+ return temp_file_path
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+
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+ def create_interface():
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+ css = """
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+ footer {
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+ visibility: hidden;
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+ }
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+ .download-button, .download-output {
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+ width: 100%;
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+ }
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+ .download-container {
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+ display: flex;
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+ flex-direction: column;
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+ align-items: center;
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+ width: 100%;
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+ }
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+ #gradio-app {
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+ margin: 0 !important; /* 모든 방향 여백 제거 */
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+ text-align: left !important; /* 왼쪽 정렬 강제 */
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+ padding: 20px !important; /* 패딩 추가 */
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+ }
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+ .gradio-container {
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+ max-width: 100% !important; /* 가로 폭 전체 사용 */
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+ margin-left: 0 !important; /* 왼쪽 정렬 */
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+ padding: 20px !important; /* 패딩 추가 */
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+ }
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+ .download-button {
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+ background-color: black !important;
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+ color: white !important;
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+ border: none !important;
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+ padding: 10px !important;
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+ font-size: 16px !important;
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+ }
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+ """
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+
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+ with gr.Blocks(theme=gr.themes.Soft(
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+ primary_hue=gr.themes.Color(
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+ c50="#FFF7ED", # 가장 밝은 주황
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+ c100="#FFEDD5",
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+ c200="#FED7AA",
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+ c300="#FDBA74",
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+ c400="#FB923C",
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+ c500="#F97316", # 기본 주황
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+ c600="#EA580C",
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+ c700="#C2410C",
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+ c800="#9A3412",
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+ c900="#7C2D12", # 가장 어두운 주황
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+ c950="#431407",
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+ ),
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+ secondary_hue="zinc", # 모던한 느낌의 회색 계열
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+ neutral_hue="zinc",
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+ font=("Pretendard", "sans-serif")
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+ ), css=css) as interface:
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+
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+ with gr.Row():
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+ # 왼쪽 열: 비율 3
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+ with gr.Column(scale=3):
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+ # 이미지 업로드
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+ input_image = gr.Image(type="pil", label="이미지 업로드")
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+
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+ # 조정 슬라이더
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+ brightness_slider = gr.Slider(0.0, 2.0, value=1.0, step=0.1, label="밝기 조절")
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+ contrast_slider = gr.Slider(0.5, 1.5, value=1.0, step=0.1, label="대비 조절")
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+ saturation_slider = gr.Slider(0.0, 2.0, value=1.0, step=0.1, label="채도 조절")
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+ temperature_slider = gr.Slider(-1.0, 1.0, value=0.0, step=0.1, label="색온도 조절")
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+ tint_slider = gr.Slider(-100, 100, value=0, step=1, label="색조 조절")
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+ exposure_slider = gr.Slider(-5.0, 5.0, value=0.0, step=0.1, label="노출 조절")
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+ vibrance_slider = gr.Slider(-100.0, 100.0, value=0.0, step=1.0, label="활기 조절")
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+ color_mixer_blues_slider = gr.Slider(-100.0, 100.0, value=0.0, step=1.0, label="컬러 믹서 (블루)")
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+ shadows_slider = gr.Slider(-100.0, 100.0, value=0.0, step=1.0, label="그림자 조절")
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+
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+ # 오른쪽 열: 비율 7
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+ with gr.Column(scale=7):
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+ # 처리된 이미지 출력
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+ output_image = gr.Image(type="pil", label="처리된 이미지")
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+
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+ # 변환된 이미지 다운로드 버튼
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+ with gr.Row(elem_classes="download-container"):
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+ download_button = gr.Button("JPG로 변환하기", elem_classes="download-button")
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+ with gr.Row(elem_classes="download-container"):
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+ download_output = gr.File(label="JPG 이미지 다운로드", elem_classes="download-output")
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+
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+ # 이미지 처리 함수 연결
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+ inputs = [
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+ input_image,
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+ brightness_slider,
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+ contrast_slider,
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+ saturation_slider,
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+ temperature_slider,
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+ tint_slider,
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+ exposure_slider,
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+ vibrance_slider,
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+ color_mixer_blues_slider,
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+ shadows_slider
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+ ]
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+
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+ input_components = [
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+ brightness_slider,
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+ contrast_slider,
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+ saturation_slider,
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+ temperature_slider,
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+ tint_slider,
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+ exposure_slider,
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+ vibrance_slider,
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+ color_mixer_blues_slider,
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+ shadows_slider
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+ ]
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+
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+ for input_component in input_components:
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+ input_component.change(
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+ fn=process_image,
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+ inputs=inputs,
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+ outputs=output_image
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+ )
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+
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+ # 다운로드 버튼 기능
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+ download_button.click(
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+ fn=download_image,
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+ inputs=[output_image, input_image],
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+ outputs=download_output
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+ )
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+
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+ return interface
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+
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+ # 인터페이스 생성 및 실행
260
+ if __name__ == "__main__":
261
+ logger.info("애플리케이션 시작")
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+ interface = create_interface()
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+ interface.queue()
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+ interface.launch()