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longshiine
commited on
Commit
·
17d34e6
1
Parent(s):
80bf838
feat: 1차 구현 오나료
Browse filesSigned-off-by: longshiine <[email protected]>
- app.py +93 -28
- examples/background_1.png +0 -0
- examples/background_2.png +0 -0
- examples/background_3.png +0 -0
- examples/background_4.png +0 -0
- links.txt → examples/links.txt +10 -10
app.py
CHANGED
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import requests
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import gradio as gr
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import zipfile
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from PIL import Image
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from io import BytesIO
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from rembg import remove
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@@ -149,30 +151,34 @@ def paste_to_background_type_c(background: Image.Image, product: Image.Image, ma
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print(f"Failed to paste product images to background: {e}")
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return None
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def create_zip_file(images: list
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#
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zip_buffer.seek(0)
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return zip_buffer.getvalue()
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def image_processing_single(background_image: Image.Image, product_image_url: str):
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# 각종 설정 값
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product_image_size = 650 # 배경이 제거된 제품 이미지의 크기
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type_b_margin = 15
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type_c_margin_1, type_c_margin_2 = 15, 45 # (1=가운데 두개의 마진, 2= 중앙 한개의 top 마진)
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# 이미지 다운로드
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original_image = download_image(product_image_url)
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@@ -192,16 +198,30 @@ def image_processing_single(background_image: Image.Image, product_image_url: st
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# 결과 이미지 반환
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image_list = [type_a_image, type_b_image, type_c_image]
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return image_list
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def
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# 각종 설정 값
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product_image_size = 650 # 배경이 제거된 제품 이미지의 크기
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type_b_margin = 15
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type_c_margin_1, type_c_margin_2 = 15, 45 # (1=가운데 두개의 마진, 2= 중앙 한개의 top 마진)
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for idx, product_image_url in enumerate(product_image_url_list):
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# 이미지 다운로드
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original_image = download_image(product_image_url)
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@@ -220,22 +240,67 @@ def image_processing_multi(background_image: Image.Image, product_image_url_list
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type_b_image = paste_to_background_type_b(background_image.copy(), resized_image, type_b_margin)
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type_c_image = paste_to_background_type_c(background_image.copy(), resized_image, type_c_margin_1, type_c_margin_2)
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with gr.Blocks(theme=gr.themes.Monochrome()) as demo:
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btn_multi = gr.Button("Generate Images")
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with gr.Row():
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preview = gr.Gallery(label="Generated images", show_label=False, elem_id="gallery", columns=[3], rows=[1], object_fit="contain", height="auto")
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output_zip = gr.File(label="Download Result Zip File")
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# evnets
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btn_single.click(fn=image_processing_single, inputs=[background_image, link], outputs=[preview], api_name="
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demo.launch()
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import requests
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import gradio as gr
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import zipfile
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import os
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import tempfile
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from PIL import Image
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from io import BytesIO
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from rembg import remove
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print(f"Failed to paste product images to background: {e}")
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return None
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def create_zip_file(images: list) -> str:
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# 임시 파일 생성
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with tempfile.NamedTemporaryFile(delete=False, suffix=".zip") as temp_zip:
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with zipfile.ZipFile(temp_zip, 'w', zipfile.ZIP_DEFLATED) as zipf:
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for i, image in enumerate(images):
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# 이미지를 메모리 버퍼에 저장
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image_buffer = BytesIO()
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image.save(image_buffer, format="PNG")
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image_buffer.seek(0)
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# 버퍼 내용을 ZIP 파일에 추가
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zipf.writestr(f"image_{i + 1}.png", image_buffer.getvalue())
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# 임시 파일의 경로를 반환
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temp_zip_path = temp_zip.name
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return temp_zip_path
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def image_processing_single(background_image: Image.Image, product_image_url: str):
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# 각종 설정 값
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background_image_size = 1024 # 배경 이미지의 크기
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product_image_size = 650 # 배경이 제거된 제품 이미지의 크기
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type_b_margin = 15
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type_c_margin_1, type_c_margin_2 = 15, 45 # (1=가운데 두개의 마진, 2= 중앙 한개의 top 마진)
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# 배경 이미지 크기 조정
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background_image = background_image.resize((background_image_size, background_image_size))
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# 이미지 다운로드
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original_image = download_image(product_image_url)
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# 결과 이미지 반환
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image_list = [type_a_image, type_b_image, type_c_image]
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zip_file_path = create_zip_file(image_list)
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return image_list, zip_file_path
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def image_processing_batch(background_image: Image.Image, product_image_url_file_path: str):
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# 각종 설정 값
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product_image_size = 650 # 배경이 제거된 제품 이미지의 크기
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type_b_margin = 15
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type_c_margin_1, type_c_margin_2 = 15, 45 # (1=가운데 두개의 마진, 2= 중앙 한개의 top 마진)
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# file to url
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def file_to_list(file_path: str) -> list:
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# 파일을 열고 읽기
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with open(file_path, "r") as f:
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# 파일 내용을 읽어서 줄바꿈(엔터)로 구분된 각 URL을 리스트로 변환
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content = f.read()
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# 줄바꿈으로 URL 분리
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url_list = [url.strip() for url in content.splitlines() if url.strip()]
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return url_list
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product_image_url_list = file_to_list(product_image_url_file_path)
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preview_image_list, image_list = [], []
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for idx, product_image_url in enumerate(product_image_url_list):
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# 이미지 다운로드
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original_image = download_image(product_image_url)
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type_b_image = paste_to_background_type_b(background_image.copy(), resized_image, type_b_margin)
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type_c_image = paste_to_background_type_c(background_image.copy(), resized_image, type_c_margin_1, type_c_margin_2)
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image_list.append(type_a_image)
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image_list.append(type_b_image)
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image_list.append(type_c_image)
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if idx == 0:
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preview_image_list = [type_a_image, type_b_image, type_c_image]
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zip_file_path = create_zip_file(image_list)
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return preview_image_list, zip_file_path
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with gr.Blocks(theme=gr.themes.Monochrome()) as demo:
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gr.HTML("""
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<h1>Product Image Generator</h1>
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<p>1. 배경 이미지를 업로드해주세요.<p>
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<p>2-1. Single 모드의 경우, 이미지의 링크를 입력해주세요.<p>
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<p>2-2. Batch 모드의 경우, 이미지 링크들이 포함된 .txt 파일(형식 = 링크1(엔터) 링크2(엔터) ..)을 업로드해주세요.<p>
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<p>3. Generate Images 버튼을 눌러 제품 이미지를 생성해주세요.<p>
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""")
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with gr.Row(elem_classes="input_box"):
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with gr.Column():
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background_image = gr.Image(label="Background Image", type="pil", height=300)
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gr.Examples(
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examples=[["examples/background_1.png"], ["examples/background_2.png"], ["examples/background_3.png"], ["examples/background_4.png"]], # 예제 이미지 경로 리스트
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inputs=background_image, # 예제를 클릭했을 때 해당 이미지가 이 input에 적용됨
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label="예제 배경 이미지")
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with gr.Tab("Single Mode"):
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with gr.Column():
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link = gr.Textbox(label="Image URL")
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gr.Examples(
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examples=["https://url.kr/yx85be", "https://url.kr/if4wxo"],
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inputs=link,
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label="예제 이미지 링크"
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)
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btn_single = gr.Button("Generate Images")
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with gr.Tab("Batch Mode"):
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gr.HTML("<div>링크1(엔터) 링크2(엔터) ... 으로 구성된 .txt 파일을 업로드</div>")
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with gr.Column():
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links = gr.File(label="Image URLs (.txt file)", height=100)
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gr.Examples(
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examples=[["examples/links.txt"]],
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inputs=links,
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label="예제 .txt 파일"
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)
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btn_batch = gr.Button("Generate Images")
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gr.HTML("""
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<br><br>
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<h1>생성 결과 확인</h1>
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<p>생성은 1개 이미지 당 15~30초 소요되며(배경제거 AI 모듈 처리시간), 결과는 다음과 같이 제공됩니다.</p>
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<p>1. 첫번째 이미지에 대한 프리뷰(3개 타입)</p>
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<p>2. 결과 이미지 전체가 담긴 ZIP 파일(results.zip) 다운로드 링크가 제공됩니다</p>
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""")
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with gr.Row():
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preview = gr.Gallery(label="Generated images", show_label=False, elem_id="gallery", columns=[3], rows=[1], object_fit="contain", height="auto")
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output_zip = gr.File(label="Download Result Zip File")
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# evnets
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btn_single.click(fn=image_processing_single, inputs=[background_image, link], outputs=[preview, output_zip], api_name="image_processing_single")
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btn_batch.click(fn=image_processing_batch, inputs=[background_image, links], outputs=[preview, output_zip], api_name="image_processing_batch")
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demo.launch()
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examples/background_1.png
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examples/background_2.png
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examples/background_3.png
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examples/background_4.png
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links.txt → examples/links.txt
RENAMED
@@ -1,10 +1,10 @@
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/drb/drb00370/v/67.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/cgn/cgn01206/l/73.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/sre/sre01256/l/96.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/lex/lex19936/v/115.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/cey/cey66577/v/6.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/nor/nor01844/v/39.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/swv/swv06072/v/8.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/age/age00855/v/40.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/nhi/nhi03515/v/41.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/nhi/nhi03512/v/49.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/drb/drb00370/v/67.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/cgn/cgn01206/l/73.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/sre/sre01256/l/96.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/lex/lex19936/v/115.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/cey/cey66577/v/6.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/nor/nor01844/v/39.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/swv/swv06072/v/8.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/age/age00855/v/40.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/nhi/nhi03515/v/41.jpg
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https://cloudinary.images-iherb.com/image/upload/f_auto,q_auto:eco/images/nhi/nhi03512/v/49.jpg
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