{"id":6687,"date":"2025-04-18T08:42:00","date_gmt":"2025-04-18T00:42:00","guid":{"rendered":"https:\/\/www.xinyixx.com\/?p=6687"},"modified":"2025-04-18T15:12:15","modified_gmt":"2025-04-18T07:12:15","slug":"gradio-1","status":"publish","type":"post","link":"https:\/\/www.xinyixx.com\/index.php\/2025\/04\/18\/gradio-1\/","title":{"rendered":"\u7528gradio\u5feb\u901f\u6784\u5efa\u4e00\u4e2a\u56fe\u50cf\u5904\u7406 Web \u5de5\u5177\uff08\u652f\u6301\u7070\u5ea6\u3001\u6a21\u7cca\u3001\u8fb9\u7f18\u68c0\u6d4b\u7b49\uff09"},"content":{"rendered":"<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 Python \u7684 Gradio \u5e93\u6784\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u56fe\u50cf\u5904\u7406 Web \u5e94\u7528\uff0c\u652f\u6301\u5e38\u89c1\u7684\u56fe\u50cf\u6548\u679c\u5982\u7070\u5ea6\u8f6c\u6362\u3001\u50cf\u7d20\u5316\u3001\u6a21\u7cca\u5904\u7406\u3001\u8fb9\u7f18\u68c0\u6d4b\u3001\u8272\u5f69\u53cd\u8f6c\u3001\u8272\u8c03\u53d8\u6362\u7b49\uff0c\u5e76\u63d0\u4f9b\u5b8c\u6574\u6e90\u7801\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udca1 \u80cc\u666f\u4ecb\u7ecd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u4eba\u5de5\u667a\u80fd\u4e0e\u56fe\u50cf\u5904\u7406\u6280\u672f\u7684\u666e\u53ca\uff0c\u6211\u4eec\u7ecf\u5e38\u9700\u8981\u5feb\u901f\u6d4b\u8bd5\u5404\u79cd\u56fe\u50cf\u6548\u679c\u3002\u4f20\u7edf\u65b9\u5f0f\u9700\u8981\u7f16\u5199 GUI \u6216\u547d\u4ee4\u884c\u811a\u672c\uff0c\u4f7f\u7528\u95e8\u69db\u8f83\u9ad8\u3002\u800c <a class href=\"https:\/\/www.gradio.app\/\">Gradio<\/a> \u4f5c\u4e3a\u4e00\u4e2a\u5f3a\u5927\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u53ef\u4ee5\u8ba9\u6211\u4eec\u7528\u6700\u5c11\u7684\u4ee3\u7801\u5feb\u901f\u642d\u5efa\u4ea4\u4e92\u5f0f Web \u754c\u9762\uff0c\u7279\u522b\u9002\u5408\u673a\u5668\u5b66\u4e60\u4e0e\u56fe\u50cf\u5904\u7406\u7684\u53ef\u89c6\u5316\u6f14\u793a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd27 \u9879\u76ee\u529f\u80fd\u4e00\u89c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u9879\u76ee\u652f\u6301\u5982\u4e0b\u56fe\u50cf\u5904\u7406\u6548\u679c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7070\u5ea6\u56fe<\/li>\n\n\n\n<li>\u50cf\u7d20\u98ce\u683c\u56fe<\/li>\n\n\n\n<li>\u4e8c\u503c\u5316\u56fe<\/li>\n\n\n\n<li>\u6a21\u7cca\u56fe<\/li>\n\n\n\n<li>\u8fb9\u7f18\u68c0\u6d4b\u56fe<\/li>\n\n\n\n<li>\u8272\u5f69\u53cd\u8f6c\u56fe<\/li>\n\n\n\n<li>\u8272\u8c03\u8f6c\u6362\u56fe<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u754c\u9762\u793a\u610f\u5982\u4e0b\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\ud83d\udcf7\u3010\u6b64\u5904\u53ef\u63d2\u5165\u8fd0\u884c\u540e\u7684 Gradio \u9875\u9762\u622a\u56fe\u3011<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udce6 \u73af\u5883\u4f9d\u8d56<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u6240\u9700\u4f9d\u8d56\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>pip install gradio pillow numpy<br><\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83e\udde0 \u4ee3\u7801\u5b9e\u73b0\u89e3\u6790<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 \u5bfc\u5165\u5e93<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>import gradio as gr<br>from PIL import Image, ImageFilter, ImageOps<br>import numpy as np<br><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f7f\u7528 <code>Pillow<\/code>\uff08PIL\uff09\u8fdb\u884c\u56fe\u50cf\u5904\u7406\uff0c<code>Gradio<\/code> \u6784\u5efa\u524d\u7aef\u4ea4\u4e92\u754c\u9762\uff0c<code>NumPy<\/code> \u7528\u4e8e\u5904\u7406 HSV \u8272\u8c03\u53d8\u6362\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 \u56fe\u50cf\u5904\u7406\u51fd\u6570\u5b9a\u4e49<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u7070\u5ea6\u8f6c\u6362<\/h4>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>def convert_to_grayscale(img):<br>    return img.convert(\"L\")<br><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u50cf\u7d20\u5316<\/h4>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>def convert_to_pixel(img):<br>    img = img.resize((32, 32), resample=Image.NEAREST)<br>    return img.resize((256, 256), resample=Image.NEAREST)<br><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e8c\u503c\u5316\u5904\u7406<\/h4>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>def convert_to_binary(img):<br>    gray = img.convert(\"L\")<br>    bw = gray.point(lambda x: 255 if x &gt; 128 else 0, '1')<br>    return bw.convert(\"RGB\")<br><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u6a21\u7cca\u5904\u7406<\/h4>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>def convert_to_blur(img):<br>    return img.filter(ImageFilter.BLUR)<br><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u8fb9\u7f18\u68c0\u6d4b<\/h4>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>def convert_to_edge(img):<br>    return img.filter(ImageFilter.FIND_EDGES)<br><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u8272\u5f69\u53cd\u8f6c<\/h4>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>def convert_to_invert(img):<br>    return ImageOps.invert(img)<br><\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u8272\u8c03\u53d8\u6362\uff08Hue Shift\uff09<\/h4>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>def convert_to_hue_shift(img):<br>    hsv = img.convert(\"HSV\")<br>    h, s, v = hsv.split()<br>    np_h = np.array(h, dtype=np.uint16)<br>    np_h = (np_h + 30) % 256<br>    h_shifted = Image.fromarray(np_h.astype('uint8'), 'L')<br>    return Image.merge(\"HSV\", (h_shifted, s, v)).convert(\"RGB\")<br><\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">3\ufe0f\u20e3 \u6574\u5408\u9009\u62e9\u903b\u8f91<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">python\u590d\u5236\u7f16\u8f91<code>def process_image(image, effect):<br>    if effect == \"\u7070\u5ea6\u56fe\":<br>        return convert_to_grayscale(image)<br>    elif effect == \"\u50cf\u7d20\u56fe\":<br>        return convert_to_pixel(image)<br>    elif effect == \"\u4e8c\u503c\u5316\u56fe\":<br>        return convert_to_binary(image)<br>    elif effect == \"\u6a21\u7cca\u56fe\":<br>        return convert_to_blur(image)<br>    elif effect == \"\u8fb9\u7f18\u68c0\u6d4b\u56fe\":<br>        return convert_to_edge(image)<br>    elif effect == \"\u8272\u5f69\u53cd\u8f6c\u56fe\":<br>        return convert_to_invert(image)<br>    elif effect == \"\u8272\u8c03\u8f6c\u6362\u56fe\":<br>        return convert_to_hue_shift(image)<br>    return image<br><\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">4\ufe0f\u20e3 \u6784\u5efa Gradio \u754c\u9762<\/h3>\n\n\n\n<pre class=\"wp-block-preformatted\">python\u590d\u5236\u7f16\u8f91<code>effect_dropdown = gr.Dropdown(\n    choices=[\"\u7070\u5ea6\u56fe\", \"\u50cf\u7d20\u56fe\", \"\u4e8c\u503c\u5316\u56fe\", \"\u6a21\u7cca\u56fe\", \"\u8fb9\u7f18\u68c0\u6d4b\u56fe\", \"\u8272\u5f69\u53cd\u8f6c\u56fe\", \"\u8272\u8c03\u8f6c\u6362\u56fe\"],\n    label=\"\u9009\u62e9\u56fe\u50cf\u5904\u7406\u65b9\u5f0f\"\n)\n\niface = gr.Interface(\n    fn=process_image,\n    inputs=[gr.Image(type=\"pil\"), effect_dropdown],\n    outputs=gr.Image(type=\"pil\"),\n    title=\"\u56fe\u50cf\u5904\u7406\u5de5\u5177\",\n    description=\"\u652f\u6301\u7070\u5ea6\u3001\u50cf\u7d20\u3001\u6a21\u7cca\u3001\u8fb9\u7f18\u68c0\u6d4b\u3001\u4e8c\u503c\u5316\u3001\u53cd\u8272\u3001\u8272\u8c03\u8f6c\u6362\"\n)\n\niface.launch()\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u9700\u4e00\u884c <code>iface.launch()<\/code> \u5c31\u80fd\u542f\u52a8\u672c\u5730 Web \u670d\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u6709\u6e90\u4ee3\u7801\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">import gradio as gr<br>from PIL import Image, ImageFilter, ImageOps<br>import numpy as np<br><br>def convert_to_grayscale(img):<br>    return img.convert(\"L\")<br><br>def convert_to_pixel(img):<br>    img = img.resize((32, 32), resample=Image.NEAREST)<br>    return img.resize((256, 256), resample=Image.NEAREST)<br><br>def convert_to_binary(img):<br>    gray = img.convert(\"L\")<br>    bw = gray.point(lambda x: 255 if x &gt; 128 else 0, '1')<br>    return bw.convert(\"RGB\")<br><br>def convert_to_blur(img):<br>    return img.filter(ImageFilter.BLUR)<br><br>def convert_to_edge(img):<br>    return img.filter(ImageFilter.FIND_EDGES)<br><br>def convert_to_invert(img):<br>    return ImageOps.invert(img)<br><br>def convert_to_hue_shift(img):<br>    hsv = img.convert(\"HSV\")<br>    h, s, v = hsv.split()<br>    np_h = np.array(h, dtype=np.uint16)<br>    np_h = (np_h + 30) % 256<br>    h_shifted = Image.fromarray(np_h.astype('uint8'), 'L')<br>    return Image.merge(\"HSV\", (h_shifted, s, v)).convert(\"RGB\")<br><br>def process_image(image, effect):<br>    if effect == \"\u7070\u5ea6\u56fe\":<br>        return convert_to_grayscale(image)<br>    elif effect == \"\u50cf\u7d20\u56fe\":<br>        return convert_to_pixel(image)<br>    elif effect == \"\u4e8c\u503c\u5316\u56fe\":<br>        return convert_to_binary(image)<br>    elif effect == \"\u6a21\u7cca\u56fe\":<br>        return convert_to_blur(image)<br>    elif effect == \"\u8fb9\u7f18\u68c0\u6d4b\u56fe\":<br>        return convert_to_edge(image)<br>    elif effect == \"\u8272\u5f69\u53cd\u8f6c\u56fe\":<br>        return convert_to_invert(image)<br>    elif effect == \"\u8272\u8c03\u8f6c\u6362\u56fe\":<br>        return convert_to_hue_shift(image)<br>    return image<br><br>effect_dropdown = gr.Dropdown(<br>    choices=[\"\u7070\u5ea6\u56fe\", \"\u50cf\u7d20\u56fe\", \"\u4e8c\u503c\u5316\u56fe\", \"\u6a21\u7cca\u56fe\", \"\u8fb9\u7f18\u68c0\u6d4b\u56fe\", \"\u8272\u5f69\u53cd\u8f6c\u56fe\", \"\u8272\u8c03\u8f6c\u6362\u56fe\"],<br>    label=\"\u9009\u62e9\u56fe\u50cf\u5904\u7406\u65b9\u5f0f\"<br>)<br><br>iface = gr.Interface(<br>    fn=process_image,<br>    inputs=[gr.Image(type=\"pil\"), effect_dropdown],<br>    outputs=gr.Image(type=\"pil\"),<br>    title=\"\u56fe\u50cf\u5904\u7406\u5de5\u5177\",<br>    description=\"\u652f\u6301\u7070\u5ea6\u3001\u50cf\u7d20\u3001\u6a21\u7cca\u3001\u8fb9\u7f18\u68c0\u6d4b\u3001\u4e8c\u503c\u5316\u3001\u53cd\u8272\u3001\u8272\u8c03\u8f6c\u6362\"<br>)<br><br>iface.launch()<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\ude80 \u6548\u679c\u5c55\u793a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u662f\u90e8\u5206\u56fe\u50cf\u5904\u7406\u6548\u679c\u622a\u56fe\u5c55\u793a\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u7070\u5ea6\u56fe\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><noscript><img decoding=\"async\" width=\"1024\" height=\"501\" src=\"http:\/\/101.42.96.217:21080\/wp-content\/uploads\/2025\/04\/image-21-1024x501.png\" alt class=\"wp-image-6688\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21-1024x501.png 1024w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21-300x147.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21-768x376.png 768w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21-1536x752.png 1536w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21.png 1910w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/noscript><img decoding=\"async\" width=\"1024\" height=\"501\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20501%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-6688 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20501%22%3E%3C%2Fsvg%3E 1024w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21-1024x501.png 1024w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21-300x147.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21-768x376.png 768w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21-1536x752.png 1536w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-21.png 1910w\" data-src=\"http:\/\/101.42.96.217:21080\/wp-content\/uploads\/2025\/04\/image-21-1024x501.png\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8272\u8c03\u53cd\u8f6c\u56fe<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><noscript><img decoding=\"async\" width=\"1024\" height=\"501\" src=\"http:\/\/101.42.96.217:21080\/wp-content\/uploads\/2025\/04\/image-22-1024x501.png\" alt class=\"wp-image-6689\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22-1024x501.png 1024w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22-300x147.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22-768x376.png 768w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22-1536x752.png 1536w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22.png 1910w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/noscript><img decoding=\"async\" width=\"1024\" height=\"501\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20501%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-6689 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20501%22%3E%3C%2Fsvg%3E 1024w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22-1024x501.png 1024w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22-300x147.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22-768x376.png 768w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22-1536x752.png 1536w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2025\/04\/image-22.png 1910w\" data-src=\"http:\/\/101.42.96.217:21080\/wp-content\/uploads\/2025\/04\/image-22-1024x501.png\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udcc1 \u9879\u76ee\u94fe\u63a5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u5c1d\u8bd5\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\ud83d\udd17 <a href=\"https:\/\/zentorno-tu.hf.space\/\">https:\/\/zentorno-tu.hf.space\/<\/a><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u89c9\u5f97\u672c\u6587\u5bf9\u4f60\u6709\u5e2e\u52a9\uff0c\u6b22\u8fce\u70b9\u8d5e\u6536\u85cf\u652f\u6301\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528 Python \u7684 Gradio \u5e93\u6784\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u56fe\u50cf\u5904\u7406 Web \u5e94\u7528\uff0c\u652f\u6301\u5e38\u89c1\u7684\u56fe\u50cf\u6548\u679c 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