Spaces:
Running on Zero
Running on Zero
Update app.py
#3
by Golf8 - opened
app.py
CHANGED
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import gradio as gr
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fn=infer_image,
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inputs=[input_image, input_model_image],
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outputs=output_image,
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title="Real-ESRGAN Pytorch",
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description="Gradio UI for Real-ESRGAN Pytorch version. To use it, simply upload your image and choose the model. Read more at the links below. Please click submit only once <br>Credits: [Nick088](https://linktr.ee/Nick088), Xinntao, Tencent, Geeve George, ai-forever, daroche <br><p style='text-align: center'><a href='https://github.com/Nick088/Real-ESRGAN_Pytorch'>Github Repo</a></p>"
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input_model_video = gr.Radio([('x2', 2), ('x4', 4), ('x8', 8)], type="value", value=2, label="Model Upscale/Enhance Type")
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submit_video_button = gr.Button('Submit')
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output_video = gr.Video(label='Output Video')
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tab_vid = gr.Interface(
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fn=infer_video,
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inputs=[input_video, input_model_video],
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outputs=output_video,
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title="Real-ESRGAN Pytorch",
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description="Gradio UI for Real-ESRGAN Pytorch version. To use it, simply upload your video and choose the model. Read more at the links below. Please click submit only once <br>Credits: [Nick088](https://linktr.ee/Nick088), Xinntao, Tencent, Geeve George, ai-forever, daroche <br><p style='text-align: center'><a href='https://arxiv.org/abs/2107.10833'>Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data</a> | <a href='https://github.com/ai-forever/Real-ESRGAN'>Github Repo</a></p>"
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demo = gr.TabbedInterface([tab_img, tab_vid], ["Image", "Video"])
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demo.launch(debug=True, show_error=True, share=True)
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import gradio as gr
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from PIL import Image, ImageEnhance, ImageFilter
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import io
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import zipfile
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def batch_upscale(images, scale, enhance):
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if not images:
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return None, None, "画像をアップロードしてください"
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processed_images = []
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results_info = []
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for i, img in enumerate(images):
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# 高品質アップスケール
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width, height = img.size
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new_width = int(width * scale)
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new_height = int(height * scale)
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upscaled = img.resize((new_width, new_height), Image.LANCZOS)
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# 追加補正
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if enhance:
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upscaled = upscaled.filter(ImageFilter.UnsharpMask(radius=2, percent=150, threshold=3))
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enhancer = ImageEnhance.Contrast(upscaled)
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upscaled = enhancer.enhance(1.15)
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enhancer = ImageEnhance.Sharpness(upscaled)
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upscaled = enhancer.enhance(1.35)
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processed_images.append(upscaled)
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# サイズ情報
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buf = io.BytesIO()
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upscaled.save(buf, format="PNG", quality=95)
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size_kb = len(buf.getvalue()) / 1024
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results_info.append(f"画像{i+1}: {size_kb:.1f} KB")
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# ZIPファイル作成
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zip_buffer = io.BytesIO()
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with zipfile.ZipFile(zip_buffer, "w") as zip_file:
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for i, img in enumerate(processed_images):
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img_byte = io.BytesIO()
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img.save(img_byte, format="PNG", quality=95)
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zip_file.writestr(f"upscaled_{i+1}.png", img_byte.getvalue())
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return processed_images, zip_buffer.getvalue(), "\n".join(results_info)
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with gr.Blocks(title="Kazの高画質化アプリ") as demo:
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gr.Markdown("# 🖼️ KazのAI画像高画質化アプリ\n**複数画像一括処理版**")
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with gr.Row():
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with gr.Column():
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input_gallery = gr.Gallery(
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label="📸 複数の画像をドラッグ&ドロップ(一括処理)",
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height=500,
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object_fit="contain"
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)
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scale = gr.Radio([2, 4, 8], value=4, label="🔍 拡大倍率(8xは時間がかかります)")
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enhance = gr.Checkbox(label="シャープ・コントラスト強化", value=True)
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btn = gr.Button("🚀 全画像を高画質化", variant="primary", size="large")
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with gr.Column():
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output_gallery = gr.Gallery(label="✨ 処理結果", height=500)
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output_zip = gr.File(label="📦 全画像をZIPでダウンロード")
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status = gr.Textbox(label="処理結果", lines=5)
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btn.click(
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fn=batch_upscale,
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inputs=[input_gallery, scale, enhance],
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outputs=[output_gallery, output_zip, status]
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)
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gr.Markdown("### Tips\n・複数画像を同時にアップロードできます\n・8x + 強化ONでかなり高画質になります\n・処理後、ZIPをダウンロードしてください")
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demo.launch()
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