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\u5f8c\u534a\u306f\u30b3\u30fc\u30c9\u306e\u30b5\u30f3\u30d7\u30eb\u304c\u63d0\u793a\u3055\u308c\u307e\u3057\u305f\u3002\u3000Gemini\u3067\u306fPython \u306e\u307f\u306e\u3067\u306e\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u3057\u305f\u304c\u3053\u3061\u3089\u306f Flask\u3092\u5229\u7528\u3059\u308b\u90e8\u5206\u304c\u7570\u306a\u308a\u307e\u3057\u305f\uff08\u305d\u308c\u306b\u826f\u3044\u60aa\u3044\u3082\u306a\u3044\u8a71\u3067\u3059\u304c\uff09\u3002<\/p>\n\n\n\n
from flask import Flask, Response\nimport cv2\n\napp = Flask(__name__)\n\ndef generate_frames():\n cap = cv2.VideoCapture(0) # Web\u30ab\u30e1\u30e9\u3092\u958b\u304f\uff08\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u30c7\u30d0\u30a4\u30b9\u306b\u3088\u3063\u3066\u5909\u308f\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\uff09\n\n while True:\n success, frame = cap.read() # \u30d5\u30ec\u30fc\u30e0\u3092\u8aad\u307f\u8fbc\u3080\n if not success:\n break\n \n # \u7c21\u5358\u306a\u80cc\u666f\u30b5\u30d6\u30c8\u30e9\u30af\u30b7\u30e7\u30f3\u306b\u3088\u308b\u30e2\u30fc\u30b7\u30e7\u30f3\u691c\u51fa\u306e\u4f8b\uff08\u8907\u96d1\u306a\u51e6\u7406\u306b\u306f\u5225\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u5fc5\u8981\uff09\n gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n if first_frame is None:\n first_frame = gray\n continue\n frameDelta = cv2.absdiff(first_frame, gray)\n thresh = cv2.threshold(frameDelta, 50, 255, cv2.THRESH_BINARY)[1]\n\n # contours\u3092\u53d6\u5f97\u3057\u3066\u77e9\u5f62\u3067\u56f2\u3046\n contours, _ = cv2.findContours(thresh.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)\n for contour in contours:\n if cv2.contourArea(contour) < 300: # \u9762\u7a4d\u304c\u5c0f\u3055\u3044\u3082\u306e\u306f\u7121\u8996\n continue\n (x, y, w, h) = cv2.boundingRect(contour)\n cv2.rectangle(frame, (x, y), (x+w, y+h), (0, 255, 0), 2)\n\n ret, buffer = cv2.imencode('.jpg', frame)\n frame = buffer.tobytes()\n yield (b'--frame\\r\\n'\n b'Content-Type: image\/jpeg\\r\\n\\r\\n' + frame + b'\\r\\n')\n\n@app.route('\/video_feed')\ndef video_feed():\n return Response(generate_frames(),\n mimetype='multipart\/x-mixed-replace; boundary=frame')\n\nif __name__ == \"__main__\":\n app.run(debug=True)<\/code><\/pre>\n\n\n\n<\/p>\n\n\n\n
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<\/span>\u30e2\u30c7\u30eb\u306e\u9055\u3044<\/span><\/span><\/span><\/h2>\n\n\n\n\u4f7f\u3063\u3066\u3044\u308b\u3068\u30e2\u30c7\u30eb\u304c\u8907\u6570\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u304c\u305d\u306e\u9055\u3044\u306f\u4f55\u3067\u3057\u3087\u3046\u304b\uff1f\u3000Alibaba Cloud \u306e\u30db\u30fc\u30e0\u30da\u30fc\u30b8\u3067\u8abf\u3079\u305f\u60c5\u5831\u3092\u6574\u7406\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u307e\u305a Qwen \u306b\u306f\u901a\u5e38\u7248\u3068 Open Source\u7248\u306e2\u3064\u306e\u5206\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n
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Model<\/th> Qwen LLMs<\/th> Open Source Qwen LLMs<\/th><\/tr><\/thead> Qwen-Max<\/td> \u2714<\/td> <\/td><\/tr> Qwen-Plus<\/td> \u2714<\/td> <\/td><\/tr> Qwen-Turbo<\/td> \u2714<\/td> <\/td><\/tr> Qwen1.5-110B-Chat<\/td> <\/td> \u2714<\/td><\/tr> Qwen1.5-72B-Chat<\/td> <\/td> \u2714<\/td><\/tr> Qwen1.5-32B-Chat<\/td> <\/td> \u2714<\/td><\/tr> Qwen1.5-14B-Chat<\/td> <\/td> \u2714<\/td><\/tr> Qwen1.5-7B-Chat<\/td> <\/td> \u2714<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n<\/div>\n\n\n\n
\u901a\u5e38\u7248\u306f Turbo \/ Plus \/ Max \u306e3\u3064\u3067\u3059\u3002 Turbo < Plus < Max \u306e\u9806\u3067\u5927\u898f\u6a21\u306b\u5bfe\u5fdc\u3059\u308b\u3068\u306e\u3053\u3068\u3002\u30002024\u5e747\u670815\u65e5\u307e\u3067\u9650\u5b9a\u7121\u6599\u30673\u3064\u3068\u3082\u5229\u7528\u51fa\u6765\u307e\u3059\u304c\u304a\u305d\u3089\u304f\u8ab2\u91d1\u958b\u59cb\u306b\u306a\u3063\u305f\u969b\u306b\u306f\u6027\u80fd\u306b\u5fdc\u3058\u3066\u8ab2\u91d1\u306b\u3082\u5dee\u304c\u3067\u308b\u306e\u3067\u306f\u3068\u4e88\u60f3\u3057\u307e\u3059\u3002<\/p>\n\n\n
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<\/th> Qwen-Max<\/th> Qwen-Plus<\/th> Qwen-Turbo<\/th><\/tr><\/thead> \u6982\u8981<\/td> \u3053\u306e\u30e2\u30c7\u30eb\u306f\u30011000\u5104\u30d1\u30e9\u30e1\u30fc\u30bf\u898f\u6a21\u306e\u8d85\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb<\/strong>\u3067\u3042\u308a\u3001\u4e2d\u56fd\u8a9e\u3084\u82f1\u8a9e\u306a\u3069\u306e\u8907\u6570\u306e\u5165\u529b\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30ed\u30fc\u30ea\u30f3\u30b0\u30ea\u30ea\u30fc\u30b9\u3067\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b89\u5b9a\u3057\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u5c65\u6b74\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002Qwen 2.5\u306e\u57fa\u76e4\u3068\u306a\u308bAPI\u30e2\u30c7\u30eb<\/strong>\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/td>\u3053\u306e\u30e2\u30c7\u30eb\u306fQwen-Turbo\u306e\u62e1\u5f35\u30d0\u30fc\u30b8\u30e7\u30f3<\/strong>\u3067\u3042\u308a\u3001\u4e2d\u56fd\u8a9e\u3084\u82f1\u8a9e\u306a\u3069\u306e\u8907\u6570\u306e\u5165\u529b\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/td>\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u4e2d\u56fd\u8a9e\u3084\u82f1\u8a9e\u306a\u3069\u8907\u6570\u306e\u5165\u529b\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u8d85\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/strong><\/td><\/tr>\u5165\u529b\u3068\u51fa\u529b\u306e\u5236\u9650<\/strong><\/td>\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u6700\u5927 8,000 \u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u6b63\u5e38\u306a\u30e2\u30c7\u30eb\u306e\u4f7f\u7528\u3068\u51fa\u529b\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u5165\u529b\u30c8\u30fc\u30af\u30f3\u306e\u6700\u5927\u6570\u306f 6,000 \u306b\u5236\u9650\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/td> \u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u6700\u5927 32,000 \u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u6b63\u5e38\u306a\u30e2\u30c7\u30eb\u306e\u4f7f\u7528\u3068\u51fa\u529b\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u5165\u529b\u30c8\u30fc\u30af\u30f3\u306e\u6700\u5927\u6570\u306f 30,000 \u306b\u5236\u9650\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/td> \u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u6700\u5927 8,000 \u30c8\u30fc\u30af\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u6b63\u5e38\u306a\u30e2\u30c7\u30eb\u306e\u4f7f\u7528\u3068\u51fa\u529b\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u5165\u529b\u30c8\u30fc\u30af\u30f3\u306e\u6700\u5927\u6570\u306f 6,000 \u306b\u5236\u9650\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/td><\/tr> \u8ab2\u91d1<\/td> 2024\/7\/15\u307e\u3067\u9650\u5b9a\u7121\u6599<\/td> 2024\/7\/15\u307e\u3067\u9650\u5b9a\u7121\u6599<\/td> 2024\/7\/15\u307e\u3067\u9650\u5b9a\u7121\u6599<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n\u3000<\/p>\n\n\n\n
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<\/p>\n","protected":false},"excerpt":{"rendered":"
\u5148\u65e5\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u3070\u304b\u308a\u306e\u751f\u6210AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u201dAlibaba Cloud Model Studio\u201d \u3092\u4f7f\u3063\u3066\u307f\u308b\u8a71\u3067\u3059\u3002 2024\u5e747\u670815\u65e5\u307e\u3067\u9650\u5b9a\u7121\u6599\u3068\u3044\u3046\u3053\u3068\u3067\u307e\u305a\u306f\u89e6\u3063\u3066\u307f\u307e\u3057\u305f\u3002\u3000\u3000 \u5148\u306b\u8a00\u3046\u3068\u65e5\u672c\u8a9e\u3082 … <\/p>\n","protected":false},"author":1,"featured_media":18145,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,64],"tags":[],"class_list":{"0":"post-18144","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-alibaba-cloud","8":"category-alibaba-cloud-model-studio","9":"entry"},"views":3669,"_links":{"self":[{"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/posts\/18144","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=18144"}],"version-history":[{"count":10,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/posts\/18144\/revisions"}],"predecessor-version":[{"id":18226,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/posts\/18144\/revisions\/18226"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=\/wp\/v2\/media\/18145"}],"wp:attachment":[{"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=18144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=18144"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bigriver.jp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=18144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}