{"id":28497,"date":"2024-11-25T09:34:34","date_gmt":"2024-11-25T01:34:34","guid":{"rendered":"https:\/\/fwq.ai\/blog\/28497\/"},"modified":"2024-11-25T09:34:34","modified_gmt":"2024-11-25T01:34:34","slug":"%e6%9d%a5%e7%9c%8b%e7%9c%8b%e4%bd%a0%e7%9a%84%e9%a2%9c%e5%80%bc%e5%a4%9a%e9%ab%98%e5%90%a7%ef%bc%81%e5%9f%ba%e4%ba%8epython%e5%bc%80%e5%8f%91%e7%9a%84%e5%85%ac%e4%bc%97%e5%8f%b7","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/28497\/","title":{"rendered":"\u6765\u770b\u770b\u4f60\u7684\u989c\u503c\u591a\u9ad8\u5427\uff01\u57fa\u4e8ePython\u5f00\u53d1\u7684\u516c\u4f17\u53f7"},"content":{"rendered":"<p>\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7684\u516c\u4f17\u53f7\u5f00\u53d1\u4e4b\u989c\u503c\u68c0\u6d4b\uff0c\u4eca\u5929\u6211\u4eec\u628a\u7528\u6237\u7684\u56fe\u7247\u901a\u8fc7\u817e\u8baf\u7684ai\u5e73\u53f0\u5206\u6790\u540e\u518d\u8fd4\u56de\u7ed9\u7528\u6237\u3002\u6765\u4e00\u8d77\u4f53\u9a8c\u4e0b\u516c\u4f17\u53f7\u7684\u989c\u503c\u68c0\u6d4b\u5427<\/p>\n<h2>\u6548\u679c\u56fe<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/img.php.cn\/\/upload\/image\/423\/551\/776\/1532497516326711.png\" style=\"max-width:90%\" class=\"aligncenter\" title=\"\u6765\u770b\u770b\u4f60\u7684\u989c\u503c\u591a\u9ad8\u5427\uff01\u57fa\u4e8ePython\u5f00\u53d1\u7684\u516c\u4f17\u53f7\u63d2\u56fe\" alt=\"\u6765\u770b\u770b\u4f60\u7684\u989c\u503c\u591a\u9ad8\u5427\uff01\u57fa\u4e8ePython\u5f00\u53d1\u7684\u516c\u4f17\u53f7\u63d2\u56fe\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img.php.cn\/\/upload\/image\/589\/980\/310\/1532497584241511.jpg\" style=\"max-width:90%\" class=\"aligncenter\" title=\"\u6765\u770b\u770b\u4f60\u7684\u989c\u503c\u591a\u9ad8\u5427\uff01\u57fa\u4e8ePython\u5f00\u53d1\u7684\u516c\u4f17\u53f7\u63d2\u56fe1\" alt=\"\u6765\u770b\u770b\u4f60\u7684\u989c\u503c\u591a\u9ad8\u5427\uff01\u57fa\u4e8ePython\u5f00\u53d1\u7684\u516c\u4f17\u53f7\u63d2\u56fe1\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/img.php.cn\/\/upload\/image\/891\/374\/552\/1532497618307793.jpg\" style=\"max-width:90%\" class=\"aligncenter\" title=\"\u6765\u770b\u770b\u4f60\u7684\u989c\u503c\u591a\u9ad8\u5427\uff01\u57fa\u4e8ePython\u5f00\u53d1\u7684\u516c\u4f17\u53f7\u63d2\u56fe2\" alt=\"\u6765\u770b\u770b\u4f60\u7684\u989c\u503c\u591a\u9ad8\u5427\uff01\u57fa\u4e8ePython\u5f00\u53d1\u7684\u516c\u4f17\u53f7\u63d2\u56fe2\" \/><\/p>\n<h2>\u4e00. \u63a5\u5165\u817e\u8bafAI\u5e73\u53f0<\/h2>\n<p>\u6211\u4eec\u5148\u770b\u4e00\u4e0b\u5b98\u65b9\u4eba\u8138\u68c0\u6d4b\u4e0e\u5206\u6790\u63a5\u53e3\u7684\u63cf\u8ff0\uff1a<\/p>\n<p><span>\u7acb\u5373\u5b66\u4e60<\/span>\u201c\u201d\uff1b<\/p>\n<p>\u68c0\u6d4b\u7ed9\u5b9a\u56fe\u7247\uff08Image\uff09\u4e2d\u7684\u6240\u6709\u4eba\u8138\uff08Face\uff09\u7684\u4f4d\u7f6e\u548c\u76f8\u5e94\u7684\u9762\u90e8\u5c5e\u6027\u3002\u4f4d\u7f6e\u5305\u62ec\uff08x, y, w, h\uff09\uff0c\u9762\u90e8\u5c5e\u6027\u5305\u62ec\u6027\u522b\uff08gender\uff09, \u5e74\u9f84\uff08age\uff09, \u8868\u60c5\uff08expression\uff09, \u9b45\u529b\uff08beauty\uff09, \u773c\u955c\uff08glass\uff09\u548c\u59ff\u6001\uff08pitch\uff0croll\uff0cyaw\uff09\u3002<\/p>\n<p>\u8bf7\u6c42\u53c2\u6570\u5305\u62ec\u4e0b\u9762\u51e0\u4e2a\uff1a<\/p>\n<ul>\n<li>\n<p>app_id \u5e94\u7528\u6807\u8bc6\uff0c\u6211\u4eec\u5728AI\u5e73\u53f0\u6ce8\u518c\u540e\u5c31\u53ef\u4ee5\u5f97\u5230app_id<\/p>\n<\/li>\n<li>\n<p>time_stamp \u65f6\u95f4\u6233<\/p>\n<\/li>\n<li>\n<p>nonce_str \u968f\u673a\u5b57\u7b26\u4e32<\/p>\n<\/li>\n<li>\n<p>sign \u7b7e\u540d\u4fe1\u606f\uff0c\u9700\u8981\u6211\u4eec\u81ea\u5df1\u53bb\u8ba1\u7b97<\/p>\n<\/li>\n<li>\n<p>image \u9700\u8981\u68c0\u6d4b\u7684\u56fe\u7247\uff08\u4e0a\u96501M\uff09<\/p>\n<\/li>\n<li>\n<p>mode \u68c0\u6d4b\u6a21\u5f0f<\/p>\n<\/li>\n<\/ul>\n<h3>1.\u63a5\u53e3\u9274\u6743\uff0c\u6784\u9020\u8bf7\u6c42\u53c2\u6570<\/h3>\n<p>\u5b98\u65b9\u7ed9\u4e86\u6211\u4eec\u63a5\u53e3\u9274\u6743\u7684\u8ba1\u7b97\u65b9\u6cd5\u3002<\/p>\n<ol>\n<li>\n<p>\u5c06 \u8bf7\u6c42\u53c2\u6570\u5bf9\u6309key\u8fdb\u884c\u5b57\u5178\u5347\u5e8f\u6392\u5e8f\uff0c\u5f97\u5230\u6709\u5e8f\u7684\u53c2\u6570\u5bf9\u5217\u8868N <\/p>\n<\/li>\n<li>\n<p>\u5c06\u5217\u8868N\u4e2d\u7684\u53c2\u6570\u5bf9\u6309URL\u952e\u503c\u5bf9\u7684\u683c\u5f0f\u62fc\u63a5\u6210\u5b57\u7b26\u4e32\uff0c\u5f97\u5230\u5b57\u7b26\u4e32T\uff08\u5982\uff1akey1=value1&amp;key2=value2\uff09\uff0cURL\u952e\u503c\u62fc\u63a5\u8fc7\u7a0bvalue\u90e8\u5206\u9700\u8981URL\u7f16\u7801\uff0cURL\u7f16\u7801\u7b97\u6cd5\u7528\u5927\u5199\u5b57\u6bcd\uff0c\u4f8b\u5982%E8\uff0c\u800c\u4e0d\u662f\u5c0f\u5199%e8<\/p>\n<\/li>\n<li>\n<p>\u5c06\u5e94\u7528\u5bc6\u94a5\u4ee5app_key\u4e3a\u952e\u540d\uff0c\u7ec4\u6210URL\u952e\u503c\u62fc\u63a5\u5230\u5b57\u7b26\u4e32T\u672b\u5c3e\uff0c\u5f97\u5230\u5b57\u7b26\u4e32S\uff08\u5982\uff1akey1=value1&amp;key2=value2&amp;app_key=\u5bc6\u94a5)<\/p>\n<\/li>\n<li>\n<p>\u5bf9\u5b57\u7b26\u4e32S\u8fdb\u884cMD5\u8fd0\u7b97\uff0c\u5c06\u5f97\u5230\u7684MD5\u503c\u6240\u6709\u5b57\u7b26\u8f6c\u6362\u6210\u5927\u5199\uff0c\u5f97\u5230\u63a5\u53e3\u8bf7\u6c42\u7b7e\u540d<\/p>\n<\/li>\n<\/ol>\n<h3>2.\u8bf7\u6c42\u63a5\u53e3\u5730\u5740<\/h3>\n<p>\u8bf7\u6c42\u63a5\u53e3\u4fe1\u606f\uff0c\u6211\u4eec\u7528 requests \u53d1\u9001\u8bf7\u6c42\uff0c\u4f1a\u5f97\u5230\u8fd4\u56de\u7684 json \u683c\u5f0f\u7684\u56fe\u50cf\u4fe1\u606fpip install requests\u5b89\u88c5requests\u3002<\/p>\n<h3>3.\u5904\u7406\u8fd4\u56de\u7684\u4fe1\u606f<\/h3>\n<p>\u5904\u7406\u8fd4\u56de\u7684\u4fe1\u606f\uff0c\u628a\u4fe1\u606f\u5c55\u793a\u5728\u56fe\u7247\u4e0a\uff0c\u518d\u628a\u5904\u7406\u540e\u7684\u56fe\u7247\u4fdd\u5b58\u3002\u8fd9\u91cc\u6211\u4eec\u7528\u5230 opencv ,\u548c pillow \u4e24\u4e2a\u5e93pip install pillow\u548cpip install opencv-python\u6765\u5b89\u88c5\u3002<\/p>\n<p>\u5f00\u59cb\u7f16\u5199\u4ee3\u7801\uff0c\u6211\u4eec\u65b0\u5efa\u4e00\u4e2aface_id.py \u6587\u4ef6\u6765\u5bf9\u63a5AI\u5e73\u53f0\uff0c\u5e76\u4e14\u8fd4\u56de\u68c0\u6d4b\u540e\u7684\u56fe\u50cf\u6570\u636e\u3002<\/p>\n<pre>import&nbsp;time\nimport&nbsp;random\nimport&nbsp;base64\nimport&nbsp;hashlib\nimport&nbsp;requests\nfrom&nbsp;urllib.parse&nbsp;import&nbsp;urlencode\nimport&nbsp;cv2\nimport&nbsp;numpy&nbsp;as&nbsp;np\nfrom&nbsp;PIL&nbsp;import&nbsp;Image,&nbsp;ImageDraw,&nbsp;ImageFont\nimport&nbsp;os\n\n\n#&nbsp;\u4e00.\u8ba1\u7b97\u63a5\u53e3\u9274\u6743\uff0c\u6784\u9020\u8bf7\u6c42\u53c2\u6570\n\ndef&nbsp;random_str():\n&nbsp;&nbsp;&nbsp;&nbsp;'''\u5f97\u5230\u968f\u673a\u5b57\u7b26\u4e32nonce_str'''\n&nbsp;&nbsp;&nbsp;&nbsp;str&nbsp;=&nbsp;'abcdefghijklmnopqrstuvwxyz'\n&nbsp;&nbsp;&nbsp;&nbsp;r&nbsp;=&nbsp;''\n&nbsp;&nbsp;&nbsp;&nbsp;for&nbsp;i&nbsp;in&nbsp;range(15):\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;index&nbsp;=&nbsp;random.randint(0,25)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;r&nbsp;+=&nbsp;str[index]\n&nbsp;&nbsp;&nbsp;&nbsp;return&nbsp;r\n\n\ndef&nbsp;image(name):\n&nbsp;&nbsp;&nbsp;&nbsp;with&nbsp;open(name,&nbsp;'rb')&nbsp;as&nbsp;f:\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;content&nbsp;=&nbsp;f.read()\n&nbsp;&nbsp;&nbsp;&nbsp;return&nbsp;base64.b64encode(content)\n\n\ndef&nbsp;get_params(img):\n&nbsp;&nbsp;&nbsp;&nbsp;'''\u7ec4\u7ec7\u63a5\u53e3\u8bf7\u6c42\u7684\u53c2\u6570\u5f62\u5f0f\uff0c\u5e76\u4e14\u8ba1\u7b97sign\u63a5\u53e3\u9274\u6743\u4fe1\u606f\uff0c\n&nbsp;&nbsp;&nbsp;&nbsp;\u6700\u7ec8\u8fd4\u56de\u63a5\u53e3\u8bf7\u6c42\u6240\u9700\u8981\u7684\u53c2\u6570\u5b57\u5178'''\n&nbsp;&nbsp;&nbsp;&nbsp;params&nbsp;=&nbsp;{\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'app_id':&nbsp;'1106860829',\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'time_stamp':&nbsp;str(int(time.time())),\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'nonce_str':&nbsp;random_str(),\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'image':&nbsp;img,\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;'mode':&nbsp;'0'\n\n&nbsp;&nbsp;&nbsp;&nbsp;}\n\n&nbsp;&nbsp;&nbsp;&nbsp;sort_dict&nbsp;=&nbsp;sorted(params.items(),&nbsp;key=lambda&nbsp;item:&nbsp;item[0],&nbsp;reverse=False)&nbsp;&nbsp;#&nbsp;\u6392\u5e8f\n&nbsp;&nbsp;&nbsp;&nbsp;sort_dict.append(('app_key',&nbsp;'P8Gt8nxi6k8vLKbS'))&nbsp;&nbsp;#&nbsp;\u6dfb\u52a0app_key\n&nbsp;&nbsp;&nbsp;&nbsp;rawtext&nbsp;=&nbsp;urlencode(sort_dict).encode()&nbsp;&nbsp;#&nbsp;URL\u7f16\u7801\n&nbsp;&nbsp;&nbsp;&nbsp;sha&nbsp;=&nbsp;hashlib.md5()\n&nbsp;&nbsp;&nbsp;&nbsp;sha.update(rawtext)\n&nbsp;&nbsp;&nbsp;&nbsp;md5text&nbsp;=&nbsp;sha.hexdigest().upper()&nbsp;&nbsp;#&nbsp;\u8ba1\u7b97\u51fasign\uff0c\u63a5\u53e3\u9274\u6743\n&nbsp;&nbsp;&nbsp;&nbsp;params['sign']&nbsp;=&nbsp;md5text&nbsp;&nbsp;#&nbsp;\u6dfb\u52a0\u5230\u8bf7\u6c42\u53c2\u6570\u5217\u8868\u4e2d\n&nbsp;&nbsp;&nbsp;&nbsp;return&nbsp;params\n\n#&nbsp;\u4e8c.\u8bf7\u6c42\u63a5\u53e3URL\n\n\ndef&nbsp;access_api(img):\n&nbsp;&nbsp;&nbsp;&nbsp;frame&nbsp;=&nbsp;cv2.imread(img)\n&nbsp;&nbsp;&nbsp;&nbsp;nparry_encode&nbsp;=&nbsp;cv2.imencode('.jpg',&nbsp;frame)[1]\n&nbsp;&nbsp;&nbsp;&nbsp;data_encode&nbsp;=&nbsp;np.array(nparry_encode)\n&nbsp;&nbsp;&nbsp;&nbsp;img_encode&nbsp;=&nbsp;base64.b64encode(data_encode)&nbsp;&nbsp;#&nbsp;\u56fe\u7247\u8f6c\u4e3abase64\u7f16\u7801\u683c\u5f0f\n&nbsp;&nbsp;&nbsp;&nbsp;url&nbsp;=&nbsp;'https:\/\/api.ai.qq.com\/fcgi-bin\/face\/face_detectface'\n&nbsp;&nbsp;&nbsp;&nbsp;res&nbsp;=&nbsp;requests.post(url,&nbsp;get_params(img_encode)).json()&nbsp;&nbsp;#&nbsp;\u8bf7\u6c42URL,\u5f97\u5230json\u4fe1\u606f\n&nbsp;&nbsp;&nbsp;&nbsp;#&nbsp;\u628a\u4fe1\u606f\u663e\u793a\u5230\u56fe\u7247\u4e0a\n&nbsp;&nbsp;&nbsp;&nbsp;if&nbsp;res['ret']&nbsp;==&nbsp;0:&nbsp;&nbsp;#&nbsp;0\u4ee3\u8868\u8bf7\u6c42\u6210\u529f\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;pil_img&nbsp;=&nbsp;Image.fromarray(cv2.cvtColor(frame,&nbsp;cv2.COLOR_BGR2RGB))&nbsp;&nbsp;#&nbsp;\u628aopencv\u683c\u5f0f\u8f6c\u6362\u4e3aPIL\u683c\u5f0f\uff0c\u65b9\u4fbf\u5199\u6c49\u5b57\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;draw&nbsp;=&nbsp;ImageDraw.Draw(pil_img)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;for&nbsp;obj&nbsp;in&nbsp;res['data']['face_list']:\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;img_width&nbsp;=&nbsp;res['data']['image_width']&nbsp;&nbsp;#&nbsp;\u56fe\u50cf\u5bbd\u5ea6\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;img_height&nbsp;=&nbsp;res['data']['image_height']&nbsp;&nbsp;#&nbsp;\u56fe\u50cf\u9ad8\u5ea6\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;#&nbsp;print(obj)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;x&nbsp;=&nbsp;obj['x']&nbsp;&nbsp;#&nbsp;\u4eba\u8138\u6846\u5de6\u4e0a\u89d2x\u5750\u6807\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;y&nbsp;=&nbsp;obj['y']&nbsp;&nbsp;#&nbsp;\u4eba\u8138\u6846\u5de6\u4e0a\u89d2y\u5750\u6807\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;w&nbsp;=&nbsp;obj['width']&nbsp;&nbsp;#&nbsp;\u4eba\u8138\u6846\u5bbd\u5ea6\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;h&nbsp;=&nbsp;obj['height']&nbsp;&nbsp;#&nbsp;\u4eba\u8138\u6846\u9ad8\u5ea6\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;#&nbsp;\u6839\u636e\u8fd4\u56de\u7684\u503c\uff0c\u81ea\u5b9a\u4e49\u4e00\u4e0b\u663e\u793a\u7684\u6587\u5b57\u5185\u5bb9\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;if&nbsp;obj['glass']&nbsp;==&nbsp;1:&nbsp;&nbsp;#&nbsp;\u773c\u955c\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;glass&nbsp;=&nbsp;'\u6709'\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;else:\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;glass&nbsp;=&nbsp;'\u65e0'\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;if&nbsp;obj['gender']&nbsp;&amp;gt;=&nbsp;70:&nbsp;&nbsp;#&nbsp;\u6027\u522b\u503c\u4ece0-100\u8868\u793a\u4ece\u5973\u6027\u5230\u7537\u6027\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;gender&nbsp;=&nbsp;'\u7537'\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;elif&nbsp;50&nbsp;&nbsp;1:&nbsp;&nbsp;#&nbsp;\u68c0\u6d4b\u5230\u591a\u4e2a\u4eba\u8138\uff0c\u5c31\u628a\u4fe1\u606f\u5199\u5165\u4eba\u8138\u6846\u5185\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;font&nbsp;=&nbsp;ImageFont.truetype('yahei.ttf',&nbsp;w&nbsp;\/\/&nbsp;8,&nbsp;encoding='utf-8')&nbsp;&nbsp;#&nbsp;\u63d0\u524d\u628a\u5b57\u4f53\u6587\u4ef6\u4e0b\u8f7d\u597d\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;draw.text((x&nbsp;+&nbsp;10,&nbsp;y&nbsp;+&nbsp;10),&nbsp;'\u6027\u522b&nbsp;:'&nbsp;+&nbsp;gender,&nbsp;(76,&nbsp;176,&nbsp;80),&nbsp;font=font)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;draw.text((x&nbsp;+&nbsp;10,&nbsp;y&nbsp;+&nbsp;10&nbsp;+&nbsp;delt&nbsp;*&nbsp;1),&nbsp;'\u5e74\u9f84&nbsp;:'&nbsp;+&nbsp;str(obj['age']),&nbsp;(76,&nbsp;176,&nbsp;80),&nbsp;font=font)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;draw.text((x&nbsp;+&nbsp;10,&nbsp;y&nbsp;+&nbsp;10&nbsp;+&nbsp;delt&nbsp;*&nbsp;2),&nbsp;'\u8868\u60c5&nbsp;:'&nbsp;+&nbsp;expression,&nbsp;(76,&nbsp;176,&nbsp;80),&nbsp;font=font)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;draw.text((x&nbsp;+&nbsp;10,&nbsp;y&nbsp;+&nbsp;10&nbsp;+&nbsp;delt&nbsp;*&nbsp;3),&nbsp;'\u9b45\u529b&nbsp;:'&nbsp;+&nbsp;str(obj['beauty']),&nbsp;(76,&nbsp;176,&nbsp;80),&nbsp;font=font)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;draw.text((x&nbsp;+&nbsp;10,&nbsp;y&nbsp;+&nbsp;10&nbsp;+&nbsp;delt&nbsp;*&nbsp;4),&nbsp;'\u773c\u955c&nbsp;:'&nbsp;+&nbsp;glass,&nbsp;(76,&nbsp;176,&nbsp;80),&nbsp;font=font)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;elif&nbsp;img_width&nbsp;-&nbsp;x&nbsp;-&nbsp;w&nbsp;&lt;p&gt;\u5230\u8fd9\u91cc\u6211\u4eec\u7684\u4eba\u8138\u68c0\u6d4b\u63a5\u53e3\u63a5\u5165\u53ca\u56fe\u7247\u5904\u7406\u5c31\u5b8c\u6210\u4e86\u3002\u4e4b\u540e\u5728\u6536\u5230\u7528\u6237\u53d1\u9001\u7684\u56fe\u7247\u4fe1\u606f\u540e\uff0c\u8c03\u7528\u8fd9\u4e2a\u51fd\u6570\uff0c\u628a\u5904\u7406\u540e\u7684\u56fe\u7247\u8fd4\u56de\u7ed9\u7528\u6237\u5c31\u53ef\u4ee5\u3002&lt;\/p&gt;&lt;h2&gt;\u8fd4\u56de\u56fe\u7247\u7ed9\u7528\u6237&lt;\/h2&gt;&lt;p&gt;\u5f53\u6536\u5230\u7528\u6237\u56fe\u7247\u65f6\uff0c\u9700\u8981\u4ee5\u4e0b\u51e0\u4e2a\u6b65\u9aa4\uff1a&lt;\/p&gt;&lt;h3&gt;\u4fdd\u5b58\u56fe\u7247&lt;\/h3&gt;&lt;p&gt;\u5f53\u63a5\u6536\u5230\u7528\u6237\u56fe\u7247\u540e\uff0c\u6211\u4eec\u8981\u5148\u628a\u56fe\u7247\u4fdd\u5b58\u8d77\u6765\uff0c\u4e4b\u540e\u624d\u80fd\u53bb\u8c03\u7528\u4eba\u8138\u5206\u6790\u63a5\u53e3\uff0c\u628a\u56fe\u7247\u4fe1\u606f\u4f20\u9012\u8fc7\u53bb\uff0c\u6211\u4eec\u9700\u8981\u7f16\u5199\u4e00\u4e2a img_download \u51fd\u6570\u6765\u4e0b\u8f7d\u56fe\u7247\u3002\u8be6\u89c1\u4e0b\u65b9\u4ee3\u7801&lt;\/p&gt;&lt;h3&gt;\u8c03\u7528\u4eba\u8138\u5206\u6790\u63a5\u53e3&lt;\/h3&gt;&lt;p&gt;\u56fe\u7247\u4e0b\u8f7d\u540e\uff0c\u8c03\u7528 face_id.py \u6587\u4ef6\u91cc\u7684\u63a5\u53e3\u51fd\u6570\uff0c\u5f97\u5230\u5904\u7406\u540e\u7684\u56fe\u7247\u3002&lt;\/p&gt;&lt;h3&gt;\u4e0a\u4f20\u56fe\u7247&lt;\/h3&gt;&lt;p&gt;\u68c0\u6d4b\u7ed3\u679c\u662f\u4e00\u5f20\u65b0\u7684\u56fe\u7247\uff0c\u8981\u628a\u56fe\u7247\u53d1\u9001\u7ed9\u7528\u6237\u6211\u4eec\u9700\u8981\u4e00\u4e2a Media_ID,\u8981\u83b7\u53d6Media_ID\u5fc5\u987b\u5148\u628a\u56fe\u7247\u4e0a\u4f20\u4e3a\u4e34\u65f6\u7d20\u6750\uff0c\u6240\u4ee5\u8fd9\u91cc\u6211\u4eec\u9700\u8981\u4e00\u4e2aimg_upload\u51fd\u6570\u6765\u4e0a\u4f20\u56fe\u7247\uff0c\u5e76\u4e14\u5728\u4e0a\u4f20\u65f6\u9700\u8981\u7528\u5230\u4e00\u4e2aaccess_token,\u6211\u4eec\u901a\u8fc7\u4e00\u4e2a\u51fd\u6570\u6765\u83b7\u53d6.&lt;strong&gt; \u83b7\u53d6access_token\u5fc5\u987b\u8981\u628a\u6211\u4eec\u81ea\u5df1\u7684IP\u5730\u5740\u52a0\u5165\u767d\u540d\u5355\uff0c\u5426\u5219\u662f\u83b7\u53d6\u4e0d\u5230\u7684\u3002\u8bf7\u767b\u5f55\u201c\u5fae\u4fe1\u516c\u4f17\u5e73\u53f0-\u5f00\u53d1-\u57fa\u672c\u914d\u7f6e\u201d\u63d0\u524d\u5c06\u670d\u52a1\u5668IP\u5730\u5740\u6dfb\u52a0\u5230IP\u767d\u540d\u5355\u4e2d\uff0c\u53ef\u4ee5\u5728http:\/\/ip.qq.com\/\u67e5\u770b\u672c\u673a\u7684IP...&lt;\/strong&gt;&lt;\/p&gt;&lt;p&gt;\u5f00\u59cb\u7f16\u5199\u4ee3\u7801\uff0c\u6211\u4eec\u65b0\u5efa\u4e00\u4e2a utils.py \u6765\u4e0b\u8f7d\u3001\u4e0a\u4f20\u56fe\u7247&lt;\/p&gt;&lt;pre class=\"brush:php;toolbar:false;\"&gt;import&nbsp;requests\nimport&nbsp;json\nimport&nbsp;threading\nimport&nbsp;time\nimport&nbsp;os\n\ntoken&nbsp;=&nbsp;''\napp_id&nbsp;=&nbsp;'wxfc6adcdd7593a712'\nsecret&nbsp;=&nbsp;'429d85da0244792be19e0deb29615128'\n\n\ndef&nbsp;img_download(url,&nbsp;name):\n&nbsp;&nbsp;&nbsp;&nbsp;r&nbsp;=&nbsp;requests.get(url)\n&nbsp;&nbsp;&nbsp;&nbsp;with&nbsp;open('images\/{}-{}.jpg'.format(name,&nbsp;time.strftime(\"%Y_%m_%d%H_%M_%S\",&nbsp;time.localtime())),&nbsp;'wb')&nbsp;as&nbsp;fd:\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;fd.write(r.content)\n&nbsp;&nbsp;&nbsp;&nbsp;if&nbsp;os.path.getsize(fd.name)&nbsp;&amp;gt;=&nbsp;1048576:\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;return&nbsp;'large'\n&nbsp;&nbsp;&nbsp;&nbsp;#&nbsp;print('namename',&nbsp;os.path.basename(fd.name))\n&nbsp;&nbsp;&nbsp;&nbsp;return&nbsp;os.path.basename(fd.name)\n\n\ndef&nbsp;get_access_token(appid,&nbsp;secret):\n&nbsp;&nbsp;&nbsp;&nbsp;'''\u83b7\u53d6access_token,100\u5206\u949f\u5237\u65b0\u4e00\u6b21'''\n\n&nbsp;&nbsp;&nbsp;&nbsp;url&nbsp;=&nbsp;'https:\/\/api.weixin.qq.com\/cgi-bin\/token?grant_type=client_credential&amp;amp;appid={}&amp;amp;secret={}'.format(appid,&nbsp;secret)\n&nbsp;&nbsp;&nbsp;&nbsp;r&nbsp;=&nbsp;requests.get(url)\n&nbsp;&nbsp;&nbsp;&nbsp;parse_json&nbsp;=&nbsp;json.loads(r.text)\n&nbsp;&nbsp;&nbsp;&nbsp;global&nbsp;token\n&nbsp;&nbsp;&nbsp;&nbsp;token&nbsp;=&nbsp;parse_json['access_token']\n&nbsp;&nbsp;&nbsp;&nbsp;global&nbsp;timer\n&nbsp;&nbsp;&nbsp;&nbsp;timer&nbsp;=&nbsp;threading.Timer(6000,&nbsp;get_access_token)\n&nbsp;&nbsp;&nbsp;&nbsp;timer.start()\n\n\ndef&nbsp;img_upload(mediaType,&nbsp;name):\n&nbsp;&nbsp;&nbsp;&nbsp;global&nbsp;token\n&nbsp;&nbsp;&nbsp;&nbsp;url&nbsp;=&nbsp;\"https:\/\/api.weixin.qq.com\/cgi-bin\/media\/upload?access_token=%s&amp;amp;type=%s\"&nbsp;%&nbsp;(token,&nbsp;mediaType)\n&nbsp;&nbsp;&nbsp;&nbsp;files&nbsp;=&nbsp;{'media':&nbsp;open('{}'.format(name),&nbsp;'rb')}\n&nbsp;&nbsp;&nbsp;&nbsp;r&nbsp;=&nbsp;requests.post(url,&nbsp;files=files)\n&nbsp;&nbsp;&nbsp;&nbsp;parse_json&nbsp;=&nbsp;json.loads(r.text)\n&nbsp;&nbsp;&nbsp;&nbsp;return&nbsp;parse_json['media_id']\n\nget_access_token(app_id,&nbsp;secret)<\/pre>\n<p> \u767b\u5f55\u540e\u590d\u5236 <\/p>\n<h2>\u8fd4\u56de\u7ed9\u7528\u6237<\/h2>\n<p>\u6211\u4eec\u7b80\u5355\u4fee\u6539\u4e0b\u6536\u5230\u56fe\u7247\u540e\u7684\u903b\u8f91\uff0c\u6536\u5230\u56fe\u7247\u540e\u7ecf\u8fc7\u4eba\u8138\u68c0\u6d4b\uff0c\u4e0a\u4f20\u83b7\u5f97Media_ID,\u6211\u4eec\u8981\u505a\u7684\u5c31\u662f\u628a\u56fe\u7247\u8fd4\u56de\u7ed9\u7528\u6237\u5373\u53ef\u3002\u76f4\u63a5\u770bconnect.py\u7684\u4ee3\u7801<\/p>\n<pre>import&nbsp;falcon\nfrom&nbsp;falcon&nbsp;import&nbsp;uri\nfrom&nbsp;wechatpy.utils&nbsp;import&nbsp;check_signature\nfrom&nbsp;wechatpy.exceptions&nbsp;import&nbsp;InvalidSignatureException\nfrom&nbsp;wechatpy&nbsp;import&nbsp;parse_message\nfrom&nbsp;wechatpy.replies&nbsp;import&nbsp;TextReply,&nbsp;ImageReply\n\nfrom&nbsp;utils&nbsp;import&nbsp;img_download,&nbsp;img_upload\nfrom&nbsp;face_id&nbsp;import&nbsp;access_api\n\n\nclass&nbsp;Connect(object):\n\n&nbsp;&nbsp;&nbsp;&nbsp;def&nbsp;on_get(self,&nbsp;req,&nbsp;resp):\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;query_string&nbsp;=&nbsp;req.query_string\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;query_list&nbsp;=&nbsp;query_string.split('&amp;amp;')\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;b&nbsp;=&nbsp;{}\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;for&nbsp;i&nbsp;in&nbsp;query_list:\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;b[i.split('=')[0]]&nbsp;=&nbsp;i.split('=')[1]\n\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;try:\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;check_signature(token='lengxiao',&nbsp;signature=b['signature'],&nbsp;timestamp=b['timestamp'],&nbsp;nonce=b['nonce'])\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;resp.body&nbsp;=&nbsp;(b['echostr'])\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;except&nbsp;InvalidSignatureException:\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;pass\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;resp.status&nbsp;=&nbsp;falcon.HTTP_200\n\n&nbsp;&nbsp;&nbsp;&nbsp;def&nbsp;on_post(self,&nbsp;req,&nbsp;resp):\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;xml&nbsp;=&nbsp;req.stream.read()\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;msg&nbsp;=&nbsp;parse_message(xml)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;if&nbsp;msg.type&nbsp;==&nbsp;'text':\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;reply&nbsp;=&nbsp;TextReply(content=msg.content,&nbsp;message=msg)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;xml&nbsp;=&nbsp;reply.render()\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;resp.body&nbsp;=&nbsp;(xml)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;resp.status&nbsp;=&nbsp;falcon.HTTP_200\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;elif&nbsp;msg.type&nbsp;==&nbsp;'image':\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;name&nbsp;=&nbsp;img_download(msg.image,&nbsp;msg.source)&nbsp;&nbsp;#&nbsp;\u4e0b\u8f7d\u56fe\u7247\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;r&nbsp;=&nbsp;access_api('images\/'&nbsp;+&nbsp;name)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;if&nbsp;r&nbsp;==&nbsp;'\u68c0\u6d4b\u6210\u529f':\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;media_id&nbsp;=&nbsp;img_upload('image',&nbsp;'faces\/'&nbsp;+&nbsp;name)&nbsp;&nbsp;#&nbsp;\u4e0a\u4f20\u56fe\u7247\uff0c\u5f97\u5230&nbsp;media_id\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;reply&nbsp;=&nbsp;ImageReply(media_id=media_id,&nbsp;message=msg)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;else:\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;reply&nbsp;=&nbsp;TextReply(content='\u4eba\u8138\u68c0\u6d4b\u5931\u8d25\uff0c\u8bf7\u4e0a\u4f201M\u4ee5\u4e0b\u4eba\u8138\u6e05\u6670\u7684\u7167\u7247',&nbsp;message=msg)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;xml&nbsp;=&nbsp;reply.render()\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;resp.body&nbsp;=&nbsp;(xml)\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;resp.status&nbsp;=&nbsp;falcon.HTTP_200\n\napp&nbsp;=&nbsp;falcon.API()\nconnect&nbsp;=&nbsp;Connect()\napp.add_route('\/connect',&nbsp;connect)<\/pre>\n<p> \u767b\u5f55\u540e\u590d\u5236 <\/p>\n<p>\u81f3\u6b64\u6211\u4eec\u7684\u5de5\u4f5c\u5c31\u505a\u5b8c\u4e86\uff0c\u6211\u4eec\u7684\u516c\u4f17\u53f7\u53ef\u4ee5\u8fdb\u884c\u989c\u503c\u68c0\u6d4b\u4e86\u3002\u672c\u6765\u6211\u6253\u7b97\u7528\u5728\u81ea\u5df1\u516c\u4f17\u53f7\u4e0a\u7684\uff0c\u4f46\u662f\u8fd8\u5b58\u5728\u4e0b\u9762\u51e0\u4e2a\u95ee\u9898\uff0c\u6240\u4ee5\u6ca1\u6709\u4f7f\u7528\u3002<\/p>\n<ol>\n<li>\n<p>\u5fae\u4fe1\u7684\u673a\u5236\uff0c\u6211\u4eec\u7684\u7a0b\u5e8f\u5fc5\u987b\u57285s\u5185\u7ed9\u51fa\u54cd\u5e94\u3002\u4e0d\u7136\u5c31\u4f1a\u62a5&#8217;\u516c\u4f17\u53f7\u63d0\u4f9b\u7684\u670d\u52a1\u51fa\u73b0\u6545\u969c&#8217;\u3002\u7136\u800c\u5904\u7406\u56fe\u7247\u6709\u65f6\u4f1a\u6bd4\u8f83\u6162\uff0c\u7ecf\u5e38\u4f1a\u8d85\u8fc75s\u3002\u6240\u4ee5\u6b63\u786e\u7684\u5904\u7406\u65b9\u5f0f\u5e94\u8be5\u662f\u62ff\u5230\u7528\u6237\u7684\u8bf7\u6c42\u540e\u7acb\u5373\u8fd4\u56de\u4e00\u4e2a\u7a7a\u5b57\u7b26\u4e32\u8868\u793a\u6211\u4eec\u6536\u5230\u4e86\uff0c\u4e4b\u540e\u5355\u72ec\u521b\u5efa\u4e00\u4e2a\u7ebf\u7a0b\u53bb\u5904\u7406\u56fe\u7247\uff0c\u5f53\u56fe\u7247\u5904\u7406\u5b8c\u540e\u901a\u8fc7\u5ba2\u670d\u63a5\u53e3\u53d1\u9001\u7ed9\u7528\u6237\u3002\u53ef\u60dc\u7684\u662f\u672a\u8ba4\u8bc1\u7684\u516c\u4f17\u53f7\u6ca1\u6709\u5ba2\u670d\u63a5\u53e3\uff0c\u6240\u4ee5\u6ca1\u529e\u6cd5\uff0c\u8d85\u8fc75s\u5c31\u4f1a\u62a5\u9519\u3002<\/p>\n<\/li>\n<li>\n<p>\u65e0\u6cd5\u81ea\u5b9a\u4e49\u83dc\u5355\uff0c\u4e00\u65e6\u542f\u7528\u4e86\u81ea\u5b9a\u4e49\u5f00\u53d1\uff0c\u83dc\u5355\u4e5f\u9700\u8981\u81ea\u5b9a\u4e49\u914d\u7f6e\uff0c\u4f46\u662f\u672a\u8ba4\u8bc1\u7684\u516c\u4f17\u53f7\u6ca1\u6709\u6743\u9650\u901a\u8fc7\u7a0b\u5e8f\u6765\u914d\u7f6e\u83dc\u5355\uff0c\u53ea\u80fd\u5728\u5fae\u4fe1\u540e\u53f0\u914d\u7f6e\u3002<\/p>\n<\/li>\n<\/ol>\n<p>\u6240\u4ee5\uff0c\u6211\u5e76\u6ca1\u6709\u5728\u6211\u7684\u516c\u4f17\u53f7\u4e0a\u542f\u7528\u8fd9\u4e2a\u7a0b\u5e8f\uff0c\u4f46\u662f\u5982\u679c\u6709\u8ba4\u8bc1\u7684\u516c\u4f17\u53f7\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u5f00\u53d1\u5404\u79cd\u597d\u73a9\u7684\u529f\u80fd\u3002<\/p>\n<p>\u76f8\u5173\u63a8\u8350\uff1a<\/p>\n<\/p>\n<\/p>\n<p>\u4ee5\u4e0a\u5c31\u662f\u6765\u770b\u770b\u4f60\u7684\u989c\u503c\u591a\u9ad8\u5427\uff01\u57fa\u4e8ePython\u5f00\u53d1\u7684\u516c\u4f17\u53f7\u7684\u8be6\u7ec6\u5185\u5bb9\uff0c\u66f4\u591a\u8bf7\u5173\u6ce8\u7c73\u4e91\u5176\u5b83\u76f8\u5173\u6587\u7ae0\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u7684\u516c\u4f17\u53f7\u5f00\u53d1\u4e4b\u989c\u503c\u68c0\u6d4b\uff0c\u4eca\u5929\u6211\u4eec\u628a\u7528\u6237\u7684\u56fe\u7247\u901a\u8fc7\u817e\u8baf\u7684ai\u5e73\u53f0\u5206\u6790\u540e\u518d\u8fd4\u56de\u7ed9\u7528\u6237\u3002\u6765\u4e00\u8d77\u4f53\u9a8c\u4e0b\u516c\u4f17\u53f7\u7684\u989c\u503c\u68c0\u6d4b\u5427 \u6548\u679c\u56fe \u4e00. \u63a5\u5165\u817e\u8bafAI\u5e73\u53f0 \u6211\u4eec\u5148\u770b\u4e00\u4e0b\u5b98\u65b9\u4eba\u8138\u68c0\u6d4b\u4e0e\u5206\u6790\u63a5\u53e3\u7684\u63cf\u8ff0\uff1a \u7acb\u5373\u5b66\u4e60\u201c\u201d\uff1b \u68c0\u6d4b\u7ed9\u5b9a\u56fe\u7247\uff08Image\uff09\u4e2d\u7684\u6240\u6709\u4eba\u8138\uff08Face\uff09\u7684\u4f4d\u7f6e\u548c\u76f8\u5e94\u7684\u9762\u90e8\u5c5e\u6027\u3002\u4f4d\u7f6e\u5305\u62ec\uff08x, y, w, h\uff09\uff0c\u9762\u90e8\u5c5e\u6027\u5305\u62ec\u6027\u522b\uff08gender\uff09, \u5e74\u9f84\uff08age\uff09, \u8868\u60c5\uff08expression\uff09, \u9b45\u529b\uff08beauty\uff09, \u773c\u955c\uff08glass\uff09\u548c\u59ff\u6001\uff08pitch\uff0croll\uff0cyaw\uff09\u3002 \u8bf7\u6c42\u53c2\u6570\u5305\u62ec\u4e0b\u9762\u51e0\u4e2a\uff1a app_id \u5e94\u7528\u6807\u8bc6\uff0c\u6211\u4eec\u5728AI\u5e73\u53f0\u6ce8\u518c\u540e\u5c31\u53ef\u4ee5\u5f97\u5230app_id time_stamp \u65f6\u95f4\u6233 nonce_str \u968f\u673a\u5b57\u7b26\u4e32 sign \u7b7e\u540d\u4fe1\u606f\uff0c\u9700\u8981\u6211\u4eec\u81ea\u5df1\u53bb\u8ba1\u7b97 image \u9700\u8981\u68c0\u6d4b\u7684\u56fe\u7247\uff08\u4e0a\u96501M\uff09 mode \u68c0\u6d4b\u6a21\u5f0f 1.\u63a5\u53e3\u9274\u6743\uff0c\u6784\u9020\u8bf7\u6c42\u53c2\u6570 \u5b98\u65b9\u7ed9\u4e86\u6211\u4eec\u63a5\u53e3\u9274\u6743\u7684\u8ba1\u7b97\u65b9\u6cd5\u3002 \u5c06 \u8bf7\u6c42\u53c2\u6570\u5bf9\u6309key\u8fdb\u884c\u5b57\u5178\u5347\u5e8f\u6392\u5e8f\uff0c\u5f97\u5230\u6709\u5e8f\u7684\u53c2\u6570\u5bf9\u5217\u8868N \u5c06\u5217\u8868N\u4e2d\u7684\u53c2\u6570\u5bf9\u6309URL\u952e\u503c\u5bf9\u7684\u683c\u5f0f\u62fc\u63a5\u6210\u5b57\u7b26\u4e32\uff0c\u5f97\u5230\u5b57\u7b26\u4e32T\uff08\u5982\uff1akey1=value1&amp;key2=value2\uff09\uff0cURL\u952e\u503c\u62fc\u63a5\u8fc7\u7a0bvalue\u90e8\u5206\u9700\u8981URL\u7f16\u7801\uff0cURL\u7f16\u7801\u7b97\u6cd5\u7528\u5927\u5199\u5b57\u6bcd\uff0c\u4f8b\u5982%E8\uff0c\u800c\u4e0d\u662f\u5c0f\u5199%e8 \u5c06\u5e94\u7528\u5bc6\u94a5\u4ee5app_key\u4e3a\u952e\u540d\uff0c\u7ec4\u6210URL\u952e\u503c\u62fc\u63a5\u5230\u5b57\u7b26\u4e32T\u672b\u5c3e\uff0c\u5f97\u5230\u5b57\u7b26\u4e32S\uff08\u5982\uff1akey1=value1&amp;key2=value2&amp;app_key=\u5bc6\u94a5) \u5bf9\u5b57\u7b26\u4e32S\u8fdb\u884cMD5\u8fd0\u7b97\uff0c\u5c06\u5f97\u5230\u7684MD5\u503c\u6240\u6709\u5b57\u7b26\u8f6c\u6362\u6210\u5927\u5199\uff0c\u5f97\u5230\u63a5\u53e3\u8bf7\u6c42\u7b7e\u540d 2.\u8bf7\u6c42\u63a5\u53e3\u5730\u5740 \u8bf7\u6c42\u63a5\u53e3\u4fe1\u606f\uff0c\u6211\u4eec\u7528 requests \u53d1\u9001\u8bf7\u6c42\uff0c\u4f1a\u5f97\u5230\u8fd4\u56de\u7684 json \u683c\u5f0f\u7684\u56fe\u50cf\u4fe1\u606fpip install requests\u5b89\u88c5requests\u3002 3.\u5904\u7406\u8fd4\u56de\u7684\u4fe1\u606f \u5904\u7406\u8fd4\u56de\u7684\u4fe1\u606f\uff0c\u628a\u4fe1\u606f\u5c55\u793a\u5728\u56fe\u7247\u4e0a\uff0c\u518d\u628a\u5904\u7406\u540e\u7684\u56fe\u7247\u4fdd\u5b58\u3002\u8fd9\u91cc\u6211\u4eec\u7528\u5230 opencv ,\u548c pillow \u4e24\u4e2a\u5e93pip install pillow\u548cpip install opencv-python\u6765\u5b89\u88c5\u3002 \u5f00\u59cb\u7f16\u5199\u4ee3\u7801\uff0c\u6211\u4eec\u65b0\u5efa\u4e00\u4e2aface_id.py \u6587\u4ef6\u6765\u5bf9\u63a5AI\u5e73\u53f0\uff0c\u5e76\u4e14\u8fd4\u56de\u68c0\u6d4b\u540e\u7684\u56fe\u50cf\u6570\u636e\u3002 import&nbsp;time [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-28497","post","type-post","status-publish","format-standard","hentry","category-19"],"_links":{"self":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/28497","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/comments?post=28497"}],"version-history":[{"count":0,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/posts\/28497\/revisions"}],"wp:attachment":[{"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/media?parent=28497"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/categories?post=28497"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fwq.ai\/blog\/wp-json\/wp\/v2\/tags?post=28497"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}