\u4eca\u56de\u306f\u3044\u304f\u3064\u304b\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u5229\u7528\u3059\u308b\u306e\u3067\u3001pip\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u30bf\u30fc\u30df\u30ca\u30eb\u3092\u958b\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
pip install google.generativeai Pillow<\/code><\/pre><\/div>\n\n\n\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u4ee5\u4e0b\u306ePython\u30b3\u30fc\u30c9\u3092\u8a18\u5165\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
import google.generativeai as genai\nimport subprocess\nfrom PIL import Image\nimport os\nimport sys\nimport time\nimport configparser\n\n# Gemini API\u30ad\u30fc\u3092\u8a2d\u5b9a\ngenai.configure(api_key=\"\") # \u3053\u3053\u306b\u30b3\u30d4\u30fc\u3057\u305fAPI\u30ad\u30fc\u3092\u5165\u529b\n\n# Gemini\u30e2\u30c7\u30eb\u3092\u521d\u671f\u5316\nmodel = genai.GenerativeModel('gemini-2.0-flash') # \u5225\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\n\ni = 0\nerror_count = 0\n\ndef analyze_image_and_embed_iptc_keywords(image_path,filename,folder_path,current_file_count):\n try:\n with Image.open(image_path) as img:\n response = model.generate_content([\n \"\u3053\u306e\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u3092\u4e00\u756a\u9069\u5207\u306a\u3082\u306e\u304b\u3089\u9806\u306b\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u3057\u3066\u62bd\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30ad\u30fc\u30ef\u30fc\u30c9\u306f\u65e5\u672c\u8a9e\u3067\u8868\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u307f\u3092\u62bd\u51fa\u3057\u3001\u4f59\u5206\u306a\u8a00\u8449\u3084\u30cf\u30a4\u30d5\u30f3\u3001\u30fb\u306a\u3069\u306e\u8a18\u53f7\u3001\u7b87\u6761\u66f8\u304d\u3084\u7b87\u6761\u66f8\u304d\u306e\u6570\u5b57\u306f\u4ed8\u3051\u8db3\u3055\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002\u3082\u3057\u753b\u50cf\u306e\u5199\u3063\u3066\u3044\u308b\u3082\u306e\u304c\u660e\u78ba\u3067\u306f\u7121\u3044\u5834\u5408\u306f\u3001\u753b\u50cf\u306e\u8272\u3068\u5370\u8c61\u3092\u30ad\u30fc\u30ef\u30fc\u30c9\u3068\u3057\u3066\u53d6\u308a\u4e0a\u3052\u3066\u304f\u3060\u3055\u3044\u3002\u305f\u3060\u3057\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u7dcf\u5408\u8a08\u306e\u6587\u5b57\u6570\u306f20\u6587\u5b57\u4ee5\u5185\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\",img\n ])\n keywords_str = response.text\n keywords = keywords_str.split('\\n')\n cleaned_keywords = [keyword.replace('* ', '').replace('- ','').replace('\u30fb ','').replace('\u30fb','').replace('\u3001 ',',').replace('\u3001',',').strip() for keyword in keywords if keyword.strip()]\n keywords_csv = ','.join(cleaned_keywords)\n print(f\"{keywords_csv}\")\n subprocess.run([\n 'exiftool',\n '-overwrite_original_in_place',\n '-charset', 'iptc=utf8',\n f'-IPTC:Keywords={keywords_csv}',\n image_path\n ], check=True)\n print(f\"IPTC\u30ad\u30fc\u30ef\u30fc\u30c9\u304c {image_path} \u306b\u57cb\u3081\u8fbc\u307e\u308c\u307e\u3057\u305f\u3002\")\n config = configparser.ConfigParser()\n config['DEFAULT'] = {\n 'current_file': str(current_file_count),\n 'filename': filename,\n 'folder_path': folder_path\n }\n # \u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306b\u66f8\u304d\u8fbc\u307f\n with open('config.ini', 'w', encoding='utf-8') as configfile:\n config.write(configfile)\n return True\n except subprocess.CalledProcessError as e:\n print(f\"exiftool\u5b9f\u884c\u30a8\u30e9\u30fc: {e}\")\n sys.exit(1)\n except Exception as e:\n error_message = str(e)\n if \"429\" in error_message:\n return False\n else:\n print(f\"\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f: {e}\")\n sys.exit(1)\n\nfolder_path = r\"\"#\u8aad\u307f\u8fbc\u307f\u305f\u3044\u30d5\u30a9\u30eb\u30c0\u30fc\u30d1\u30b9\u3092\u6307\u5b9a\ntry:\n config = configparser.ConfigParser()\n config.read('config.ini', encoding='utf-8')\n current_file_count = int(config['DEFAULT']['current_file'])\nexcept (FileNotFoundError, KeyError):\n current_file_count = 0\n \nfor filename in sorted(os.listdir(folder_path)):\n if filename.lower().endswith((\".jpg\", \".jpeg\")):\n if( i < current_file_count):\n i += 1\n continue\n current_file_count += 1\n\ti += 1\n image_path = os.path.join(folder_path, filename)\n while True:\n try:\n if analyze_image_and_embed_iptc_keywords(image_path,filename,folder_path,current_file_count):\n error_count = 0\n break\n else :\n error_count += 1\n if error_count >= 3:\n print(\"Gemini API\u306e\u30a8\u30e9\u30fc\u304c3\u56de\u7d9a\u3044\u305f\u305f\u3081\u3001\u51e6\u7406\u3092\u4e2d\u65ad\u3057\u307e\u3059\u3002\")\n sys.exit(1)\n print(\"Gemini API\u306e\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u305f\u3081\u30011\u5206\u5f85\u6a5f\u3057\u307e\u3059\u3002\")\n time.sleep(60)\n except Exception as e:\n print(\"Gemini API\u306e\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u305f\u3081\u30011\u5206\u5f85\u6a5f\u3057\u307e\u3059\u3002\")\n time.sleep(60)\n<\/code><\/pre><\/div>\n\n\n\n\u5f8c\u306f\u9069\u5f53\u306a\u30d5\u30a1\u30a4\u30eb\u540d\u3067\u4fdd\u5b58\u3057\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u306a\u3069\u304b\u3089python \u4fdd\u5b58\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u540d.py\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u30b3\u30e1\u30f3\u30c8\u3067\u8a18\u5165\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001API\u30ad\u30fc\u3084\u8aad\u307f\u53d6\u308a\u305f\u3044\u30d5\u30a9\u30eb\u30c0\u30fc\u30d1\u30b9\u306a\u3069\u306f\u3001\u30c0\u30d6\u30eb\u30af\u30a9\u30fc\u30c6\u30fc\u30b7\u30e7\u30f3\u5185\u306b\u9069\u5b9c\u8a18\u8ff0\u3092\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n
\u5b9f\u884c\u3059\u308b\u3068\u3001\u6307\u5b9a\u3057\u305f\u30d5\u30a9\u30eb\u30c0\u30fc\u5185\u306eJPEG\u753b\u50cf\u306b\u5bfe\u3057\u3066\u3001IPTC\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u57cb\u3081\u8fbc\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
Gemini2.0\u306fAPI\u3067\u5229\u7528\u3057\u305f\u5834\u5408\u30011\u5206\u5f53\u305f\u308a\u306e\u5229\u7528\u4e0a\u9650\u5236\u9650\uff0815\u56de\u307e\u3067\uff09\u30681\u65e5\u5f53\u305f\u308a\u306e\u5229\u7528\u4e0a\u9650\u5236\u9650\uff081500\u56de\u307e\u3067\uff09\u53ca\u3073\u30b3\u30f3\u30c6\u30af\u30b9\u30c8\u9577\u5236\u9650\u304c\u3042\u308b\u305f\u3081\u5236\u9650\u306b\u62b5\u89e6\u3057\u305f\u3068\u304d\u306f\u30011\u5206\u9593\u5f85\u3064\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u304c3\u56de\u7d9a\u3044\u305f\u5834\u5408\u306f1\u65e5\u306e\u5229\u7528\u4e0a\u9650\u5236\u9650\u306b\u62b5\u89e6\u3057\u305f\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u51e6\u7406\u3092\u4e2d\u65ad\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u51e6\u7406\u304c\u5b8c\u4e86\u3057\u305f\u5834\u5408\u306f\u3001config.ini\u306b\u73fe\u5728\u306e\u51e6\u7406\u30d5\u30a1\u30a4\u30eb\u6570\u304c\u4fdd\u5b58\u3055\u308c\u308b\u306e\u3067\u3001\u6b21\u56de\u5b9f\u884c\u6642\u306fconfig.ini\u3092\u8aad\u307f\u8fbc\u307f\u3001\u524d\u56de\u306e\u7d9a\u304d\u304b\u3089\u51e6\u7406\u3092\u958b\u59cb\u3057\u307e\u3059\u3002\u305f\u3060\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u6570\u306b\u5909\u66f4\u304c\u3042\u3063\u305f\u308a\u3001\u51e6\u7406\u304c\u7d42\u308f\u3063\u305f\u3068\u3053\u308d\u306e\u524d\u306b\u65b0\u3057\u3044\u30d5\u30a1\u30a4\u30eb\u304c\u8ffd\u52a0\u3055\u308c\u305f\u3068\u3057\u3066\u3082\u3001\u305d\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u5bfe\u8c61\u5916\u306b\u306a\u308b\u305f\u3081\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u6700\u521d\u304b\u3089\u5168\u3066\u3084\u308a\u76f4\u3059\u5834\u5408\u306f\u3001config.ini\u3092\u524a\u9664\u3057\u3066\u304b\u3089\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n
\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u57cb\u3081\u8fbc\u307f<\/h3>\n\n\n\n![\"\"](\"https:\/\/comcent.co.jp\/blog\/wp-content\/uploads\/2025\/04\/terminal-1024x555.png\")
<\/figure>\n\n\n\nGemini2.0\u306f\u3042\u308b\u7a0b\u5ea6\u6b63\u3057\u304f\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u8fd4\u3057\u3066\u304d\u307e\u3059\u304c\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u6307\u5b9a\u3057\u3066\u3082\u8a18\u53f7\u6df7\u3058\u308a\u3060\u3063\u305f\u308a\u3059\u308b\u305f\u3081\u3001Python\u5074\u3067\u5165\u3063\u3066\u304f\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u8a18\u53f7\u306a\u3069\u3092\u9664\u53bb\u3057\u3066\u3044\u307e\u3059\u3002IPTC\u30ad\u30fc\u30ef\u30fc\u30c9\u306f\u30ab\u30f3\u30de\u533a\u5207\u308a\u3067\u6307\u5b9a\u53ef\u80fd\u306a\u305f\u3081\u3001\u30ab\u30f3\u30de\u533a\u5207\u308a\u3067\u5165\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u9577\u3055\u306b\u5236\u9650\u304c\u3042\u308b\u305f\u3081\u300120\u6587\u5b57\u4ee5\u5185\u306b\u53ce\u3081\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u30de\u30ec\u306bIPTC\u30ad\u30fc\u30ef\u30fc\u30c9\u306e\u57cb\u3081\u8fbc\u307f\u306b\u5931\u6557\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u5834\u5408\u306f\u3001\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u8868\u793a\u3057\u3066\u3001\u51e6\u7406\u3092\u4e2d\u65ad\u3057\u307e\u3059\u3002\u753b\u50cf\u304c\u6b63\u3057\u3044JPEG\u753b\u50cf\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n
\u753b\u50cf\u306e\u5165\u3063\u3066\u3044\u308b\u30d5\u30a9\u30eb\u30c0\u30fc\u3084\u30d5\u30a1\u30a4\u30eb\u540d\u306b\u65e5\u672c\u8a9e\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3068\u30a8\u30e9\u30fc\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u304c\u3001\u7279\u306b\u51e6\u7406\u306b\u306f\u554f\u984c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u753b\u50cf\u306e\u51e6\u7406\u306f1\u679a\u305a\u3064\u884c\u306a\u308f\u308c\u307e\u3059\u3002\u74b0\u5883\u306b\u3082\u3088\u308a\u307e\u3059\u304c\u3001Gemini2.0-Flash\u30671\u679a\u5f53\u305f\u308a3\uff5e4\u79d2\u7a0b\u5ea6\u639b\u304b\u308b\u306e\u3067\u3001\u51e6\u7406\u306f\u65e9\u304f\u3042\u308a\u307e\u305b\u3093\u3002\u4e2d\u65ad\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u6c17\u9577\u306b\u5f85\u3064\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4e2d\u65ad\u3057\u305f\u3044\u3068\u304d\u306f\u3001Ctrl+C\uff08Control+C\uff09\u3092\u62bc\u3059\u3068\u4e2d\u65ad\u3067\u304d\u307e\u3059\u3002\u3061\u306a\u307f\u306b\u3001Gemini2.0-Pro\u3082\u5229\u7528\u53ef\u80fd\u3067\u3059\u304c\u3001\u5236\u9650\u304c\u53b3\u3057\u3044\u305f\u3081\uff081\u5206\u5f53\u305f\u308a2\u56de\u307e\u3067\uff09\u76f8\u5f53\u306a\u7cbe\u5ea6\u304c\u6b32\u3057\u3044\u3068\u304d\u4ee5\u5916\u306f\u4f7f\u308f\u306a\u3044\u65b9\u304c\u826f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
2025\u5e744\u67081\u65e5\u73fe\u5728\u3067\u306f\u3001\u4e0a\u8a18\u30b3\u30fc\u30c9\u3067\u52d5\u4f5c\u3057\u307e\u3059\u304c\u3001Gemini2.0\u306eAPI\u306f\u5909\u66f4\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u4eca\u5f8c\u52d5\u4f5c\u3057\u306a\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u305d\u306e\u5834\u5408\u306f\u3001Gemini2.0\u306eAPI\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u78ba\u8a8d\u3057\u3066\u3001\u9069\u5b9c\u4fee\u6b63\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/h3>\n\n\n\n
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<\/p>\n","protected":false},"excerpt":{"rendered":"
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