{"id":14074,"date":"2024-11-26T14:30:57","date_gmt":"2024-11-26T06:30:57","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14074"},"modified":"2025-01-11T15:56:04","modified_gmt":"2025-01-11T07:56:04","slug":"moondream","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/moondream\/","title":{"rendered":"Moondream\uff1a\u6279\u91cf\u53cd\u63a8\u56fe\u50cf\u63d0\u793a\u8bcd\u7684\u5f00\u6e90\u8f7b\u91cf\u7ea7\u89c6\u89c9\u8bed\u8a00\u6a21\u578b"},"content":{"rendered":"<p>Moondream \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u8f7b\u91cf\u7ea7\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u65e8\u5728\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u5b9e\u73b0\u56fe\u50cf\u63cf\u8ff0\u529f\u80fd\u3002\u8be5\u6a21\u578b\u80fd\u591f\u5728\u5404\u79cd\u5e73\u53f0\u4e0a\u9ad8\u6548\u8fd0\u884c\uff0c\u7279\u522b\u9002\u7528\u4e8e\u8fb9\u7f18\u8bbe\u5907\u3002Moondream \u91c7\u7528\u5148\u8fdb\u7684\u6280\u672f\u548c\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u80fd\u591f\u7cbe\u51c6\u6355\u6349\u5e76\u89e3\u6790\u56fe\u50cf\u4e2d\u7684\u5173\u952e\u7ec6\u8282\u4e0e\u573a\u666f\u4fe1\u606f\uff0c\u5e76\u5c06\u8fd9\u4e9b\u89c6\u89c9\u5143\u7d20\u8f6c\u5316\u6210\u8fde\u8d2f\u7684\u8bed\u8a00\u63cf\u8ff0\u3002<\/p>\n<p>Moondream \u662f\u4e00\u4e2a\u9ad8\u6548\u7684\u5f00\u6e90\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u7ed3\u5408\u4e86\u5f3a\u5927\u7684\u56fe\u50cf\u7406\u89e3\u80fd\u529b\u548c\u6781\u5c0f\u7684\u6a21\u578b\u4f53\u79ef\u3002\u8be5\u9879\u76ee\u7531 Vikhyat \u5f00\u53d1\uff0c\u65e8\u5728\u63d0\u4f9b\u4e00\u4e2a\u591a\u529f\u80fd\u4e14\u6613\u4e8e\u8bbf\u95ee\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u80fd\u591f\u5728\u5404\u79cd\u8bbe\u5907\u548c\u5e73\u53f0\u4e0a\u8fd0\u884c\u3002Moondream \u63d0\u4f9b\u4e86\u4e24\u4e2a\u6a21\u578b\u53d8\u4f53\uff1aMoondream 2B \u548c Moondream 0.5B\uff0c\u5206\u522b\u9002\u7528\u4e8e\u901a\u7528\u56fe\u50cf\u7406\u89e3\u4efb\u52a1\u548c\u8d44\u6e90\u53d7\u9650\u7684\u786c\u4ef6\u8bbe\u5907\u3002\u65e0\u8bba\u662f\u56fe\u50cf\u63cf\u8ff0\u3001\u89c6\u89c9\u95ee\u7b54\u8fd8\u662f\u7269\u4f53\u68c0\u6d4b\uff0cMoondream \u90fd\u80fd\u4ee5\u5176\u5353\u8d8a\u7684\u6027\u80fd\u548c\u7075\u6d3b\u7684\u90e8\u7f72\u65b9\u5f0f\u6ee1\u8db3\u7528\u6237\u7684\u9700\u6c42\u3002<\/p>\n<blockquote><p>Moondream\uff1a4GB VRAM\u8fd0\u884c\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u6027\u80fd\u63a5\u8fd1QWen2-VL 2B<\/p><\/blockquote>\n<dl>\n<dt>\n<p><div style=\"width: 1190px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" title=\"Moondream\uff1a\u6279\u91cf\u53cd\u63a8\u56fe\u50cf\u63d0\u793a\u8bcd\u7684\u5f00\u6e90\u8f7b\u91cf\u7ea7\u89c6\u89c9\u8bed\u8a00\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/11\/d7abd2a4c0aeaa8.png\" alt=\"Moondream\uff1a\u6279\u91cf\u53cd\u63a8\u56fe\u50cf\u63d0\u793a\u8bcd\u7684\u5f00\u6e90\u8f7b\u91cf\u7ea7\u89c6\u89c9\u8bed\u8a00\u6a21\u578b-1\" width=\"1180\" height=\"852\" \/><p class=\"wp-caption-text\">\u5728\u7ebf\u4f53\u9a8c\uff1ahttps:\/\/moondream.ai\/playground<\/p><\/div><\/dt>\n<\/dl>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-18066\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/4a49b72fed3155e.jpg\" alt=\"\" width=\"679\" height=\"387\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/4a49b72fed3155e.jpg 679w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/4a49b72fed3155e-300x171.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/4a49b72fed3155e-18x10.jpg 18w\" sizes=\"auto, (max-width: 679px) 100vw, 679px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u56fe\u50cf\u63cf\u8ff0<\/strong>\uff1a\u81ea\u52a8\u751f\u6210\u56fe\u50cf\u7684\u6587\u5b57\u63cf\u8ff0\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u5e94\u7528\u573a\u666f\u3002<\/li>\n<li><strong>\u8fb9\u7f18\u8bbe\u5907\u652f\u6301<\/strong>\uff1a\u8bbe\u8ba1\u4e3a\u5728\u8d44\u6e90\u6709\u9650\u7684\u8fb9\u7f18\u8bbe\u5907\u4e0a\u9ad8\u6548\u8fd0\u884c\u3002<\/li>\n<li><strong>\u5f00\u6e90\u4ee3\u7801<\/strong>\uff1a\u63d0\u4f9b\u5b8c\u6574\u7684\u5f00\u6e90\u4ee3\u7801\u5e93\uff0c\u4fbf\u4e8e\u5f00\u53d1\u8005\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\u548c\u5b9a\u5236\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u8bed\u8a00\u7684\u56fe\u50cf\u63cf\u8ff0\u751f\u6210\u3002<\/li>\n<li><strong>\u5b9e\u65f6\u63a8\u7406<\/strong>\uff1a\u901a\u8fc7 Gradio \u63a5\u53e3\u5b9e\u73b0\u5b9e\u65f6\u56fe\u50cf\u63cf\u8ff0\u63a8\u7406\u3002<\/li>\n<li><strong>\u6279\u91cf\u5904\u7406<\/strong>\uff1a\u652f\u6301\u6279\u91cf\u56fe\u50cf\u63cf\u8ff0\u751f\u6210\uff0c\u63d0\u9ad8\u5904\u7406\u6548\u7387\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u514b\u9686\u4ee3\u7801\u5e93<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/vikhyat\/moondream.git\r\ncd moondream\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install -r requirements.txt\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u8fd0\u884c\u793a\u4f8b\u811a\u672c<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   python sample.py --image &lt;IMAGE_PATH&gt; --prompt &lt;PROMPT&gt;\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528 Gradio \u63a5\u53e3<\/h3>\n<ol>\n<li><strong>\u542f\u52a8 Gradio \u63a5\u53e3<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   python gradio_demo.py\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u4f7f\u7528\u5b9e\u65f6\u63a8\u7406<\/strong>\uff1a<\/li>\n<\/ol>\n<pre><code>   python webcam_gradio_demo.py\r\n<\/code><\/pre>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u56fe\u50cf\u63cf\u8ff0\u751f\u6210<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528 <code>sample.py<\/code> \u811a\u672c\uff0c\u63d0\u4f9b\u56fe\u50cf\u8def\u5f84\u548c\u63cf\u8ff0\u63d0\u793a\uff0c\u751f\u6210\u56fe\u50cf\u63cf\u8ff0\u3002<\/li>\n<li>\u793a\u4f8b\u547d\u4ee4\uff1a<\/li>\n<\/ul>\n<pre><code> python sample.py --image example.jpg --prompt \"Describe this image.\"\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u6279\u91cf\u5904\u7406<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528 <code>batch_generate_example.py<\/code> \u811a\u672c\uff0c\u63d0\u4f9b\u591a\u4e2a\u56fe\u50cf\u8def\u5f84\u548c\u63cf\u8ff0\u63d0\u793a\uff0c\u6279\u91cf\u751f\u6210\u56fe\u50cf\u63cf\u8ff0\u3002<\/li>\n<li>\u793a\u4f8b\u547d\u4ee4\uff1a<\/li>\n<\/ul>\n<pre><code> python batch_generate_example.py --images image1.jpg image2.jpg --prompts \"Describe image 1.\" \"Describe image 2.\"\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b9e\u65f6\u63a8\u7406<\/strong>\uff1a\n<ul>\n<li>\u542f\u52a8 <code>webcam_gradio_demo.py<\/code> \u811a\u672c\uff0c\u4f7f\u7528\u6444\u50cf\u5934\u5b9e\u65f6\u6355\u6349\u56fe\u50cf\u5e76\u751f\u6210\u63cf\u8ff0\u3002<\/li>\n<li>\u793a\u4f8b\u547d\u4ee4\uff1a <code>bash<br \/>\npython webcam_gradio_demo.py<br \/>\n<\/code><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u8be6\u7ec6\u64cd\u4f5c\u6b65\u9aa4<\/h3>\n<ol>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a\n<ul>\n<li>\u786e\u4fdd\u5df2\u5b89\u88c5 Python 3.8 \u53ca\u4ee5\u4e0a\u7248\u672c\u3002<\/li>\n<li>\u4f7f\u7528 <code>pip<\/code> \u5b89\u88c5\u6240\u9700\u4f9d\u8d56\uff1a<\/li>\n<\/ul>\n<pre><code> pip install transformers einops\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u52a0\u8f7d\u6a21\u578b<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528 <code>transformers<\/code> \u5e93\u52a0\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u5206\u8bcd\u5668\uff1a<\/li>\n<\/ul>\n<pre><code> from transformers import AutoModelForCausalLM, AutoTokenizer\r\nfrom PIL import Image\r\nmodel_id = \"vikhyatk\/moondream2\"\r\nmodel = AutoModelForCausalLM.from_pretrained(model_id, trust_remote_code=True)\r\ntokenizer = AutoTokenizer.from_pretrained(model_id)\r\nimage = Image.open('&lt;IMAGE_PATH&gt;')\r\nenc_image = model.encode_image(image)\r\nprint(model.answer_question(enc_image, \"Describe this image.\", tokenizer))\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b9e\u65f6\u63a8\u7406\u8bbe\u7f6e<\/strong>\uff1a\n<ul>\n<li>\u542f\u52a8 Gradio \u63a5\u53e3\uff0c\u4f7f\u7528\u6444\u50cf\u5934\u8fdb\u884c\u5b9e\u65f6\u56fe\u50cf\u63cf\u8ff0\uff1a <code>bash<br \/>\npython webcam_gradio_demo.py<br \/>\n<\/code><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>Moondream \u672c\u5730\u4e00\u952e\u5b89\u88c5\u5305<\/h2>\n<p><div class=\"huoduan_hide_box\" style=\"border:1px dashed #F60; padding:10px; margin:10px 0; line-height:200%; color:#F00; background-color:#FFF4FF; overflow:hidden; clear:both;\"><img loading=\"lazy\" decoding=\"async\" class=\"wxpic\" align=\"right\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/d8668ed8023fbe2.jpg\" style=\"width:150px;height:150px;margin-left:20px;display:inline;border:none\" width=\"150\" height=\"150\"  alt=\"AI\u751f\u4ea7\u529b\u5e94\u7528\" \/><span style=\"font-size:18px;\">\u6b64\u5904\u5185\u5bb9\u5df2\u7ecf\u88ab\u4f5c\u8005\u9690\u85cf\uff0c\u8bf7\u8f93\u5165\u9a8c\u8bc1\u7801\u67e5\u770b\u5185\u5bb9<\/span><form method=\"post\" style=\"margin:10px 0;\"><span class=\"yzts\" style=\"font-size:18px;float:left;\">\u9a8c\u8bc1\u7801\uff1a<\/span><input name=\"huoduan_verifycode\" id=\"verifycode\" type=\"text\" value=\"\" style=\"border:none;float:left;width:80px; height:32px; line-height:30px; padding:0 5px; border:1px solid #FF6600;-moz-border-radius: 0px;  -webkit-border-radius: 0px;  border-radius:0px;\" \/><input id=\"verifybtn\" style=\"border:none;float:left;width:80px; height:32px; line-height:32px; padding:0 5px; background-color:#F60; text-align:center; border:none; cursor:pointer; color:#FFF;-moz-border-radius: 0px; font-size:14px;  -webkit-border-radius: 0px;  border-radius:0px;\" name=\"\" type=\"submit\" value=\"\u63d0\u4ea4\u67e5\u770b\" \/><\/form><div style=\"clear:left;\"><\/div><span style=\"color:#00BF30\">\u8bf7\u5173\u6ce8\u672c\u7ad9\u5fae\u4fe1\u516c\u4f17\u53f7\uff0c\u56de\u590d\u201c<span style=\"color:blue\">\u9a8c\u8bc1\u7801<\/span>\u201d\uff0c\u83b7\u53d6\u9a8c\u8bc1\u7801\u3002\u5728\u5fae\u4fe1\u91cc\u641c\u7d22\u201c<span style=\"color:blue\">AI\u751f\u4ea7\u529b\u5e94\u7528<\/span>\u201d\u6216\u8005\u201c<span style=\"color:blue\">Artificial9527<\/span>\u201d\u6216\u8005\u5fae\u4fe1\u626b\u63cf\u53f3\u4fa7\u4e8c\u7ef4\u7801\u90fd\u53ef\u4ee5\u5173\u6ce8\u672c\u7ad9\u5fae\u4fe1\u516c\u4f17\u53f7\u3002<\/span><div class=\"cl\"><\/div><\/div><\/p>\n\n<div id=\"J_MPDLCont\" class=\"magicpost-cont-wp\">\n  <div class=\"magicpost-cont-inner\">\n    <div class=\"magicpost-cont-hd\">\n      <svg class=\"wb-icon-magicpost wbsico-magicpost-local\">\n        <use xlink:href=\"#wbsico-magicpost-local\"><\/use>\n      <\/svg> <span>\u76f8\u5173\u6587\u4ef6\u4e0b\u8f7d\u5730\u5740<\/span>\n    <\/div>\n\n    <div class=\"magicpost-cont-bd\">\n                <div class=\"wb-tips\">\u8be5\u8d44\u6e90\u9700\u767b\u5f55\u540e\u4e0b\u8f7d\uff0c\u53bb<a class=\"link\" href=\"https:\/\/www.kdjingpai.com\/wp-login.php?redirect_to=https%3A%2F%2Fwww.kdjingpai.com%2Fpt%2Fmoondream%2F\">\u767b\u5f55<\/a><\/div>\n\n            <\/div>\n\n    <div class=\"magicpost-cont-ft\">\n      &copy;\u4e0b\u8f7d\u8d44\u6e90\u7248\u6743\u5f52\u4f5c\u8005\u6240\u6709\uff1b\u672c\u7ad9\u6240\u6709\u8d44\u6e90\u5747\u6765\u6e90\u4e8e\u7f51\u7edc\uff0c\u4ec5\u4f9b\u5b66\u4e60\u4f7f\u7528\uff0c\u8bf7\u652f\u6301\u6b63\u7248\uff01    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Moondream \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u8f7b\u91cf\u7ea7\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u65e8\u5728\u901a\u8fc7\u6df1\u5ea6\u5b66\u4e60\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\u5b9e\u73b0\u56fe\u50cf\u63cf\u8ff0\u529f\u80fd\u3002\u8be5\u6a21\u578b\u80fd\u591f\u5728\u5404\u79cd\u5e73\u53f0\u4e0a\u9ad8\u6548\u8fd0\u884c\uff0c\u7279\u522b\u9002\u7528\u4e8e\u8fb9\u7f18\u8bbe\u5907\u3002Moondream \u91c7\u7528\u5148\u8fdb\u7684\u6280\u672f\u548c\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u80fd\u591f\u7cbe\u51c6\u6355\u6349\u5e76\u89e3\u6790\u56fe\u50cf\u4e2d\u7684\u5173\u952e\u7ec6\u8282\u4e0e\u573a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61299,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[222,230],"class_list":["post-14074","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aituxiangshengchengfuzhu","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14074","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=14074"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14074\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/61299"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=14074"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=14074"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=14074"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}