Dataset_Generation.ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"gpuType":"T4","mount_file_id":"14JjPUrrtAD506feympfDJuhwXR75ZWj_","authorship_tag":"ABX9TyOsQeYRi2k0v+XvkNblKmBM"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"},"accelerator":"GPU"},"cells":[{"cell_type":"markdown","source":["### Install Bing Image Downloader"],"metadata":{"id":"8VS0zo7Hwg8n"}},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"AwxykijrDWJp","executionInfo":{"status":"ok","timestamp":1691731573068,"user_tz":-330,"elapsed":4821,"user":{"displayName":"VRNM","userId":"08595917627032908611"}},"outputId":"f4ebc381-b730-4536-df66-0d362e09e026"},"outputs":[{"output_type":"stream","name":"stdout","text":["Collecting bing-image-downloader\n","  Downloading bing_image_downloader-1.1.2-py3-none-any.whl (5.9 kB)\n","Installing collected packages: bing-image-downloader\n","Successfully installed bing-image-downloader-1.1.2\n"]}],"source":["! pip install bing-image-downloader"]},{"cell_type":"markdown","source":["### Import Bing Image Downloader"],"metadata":{"id":"ECR-xyZQwCHl"}},{"cell_type":"code","source":["from bing_image_downloader import downloader\n","downloader.download(\"naruto uzumaki\", limit=35,  output_dir='/content/drive/MyDrive/Colab Notebooks/Naruto vs Sasuke/train/naruto', adult_filter_off=True, force_replace=False, timeout=60, verbose=True)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"YeOUyYqSDvhV","executionInfo":{"status":"ok","timestamp":1691732039365,"user_tz":-330,"elapsed":33202,"user":{"displayName":"VRNM","userId":"08595917627032908611"}},"outputId":"54965543-33bd-45f1-ce55-83cb433cd1d7"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["[%] Downloading Images to /content/drive/MyDrive/Colab Notebooks/Naruto vs Sasuke/train/naruto/naruto uzumaki\n","\n","\n","[!!]Indexing page: 1\n","\n","[%] Indexed 35 Images on Page 1.\n","\n","===============================================\n","\n","[%] Downloading Image #1 from http://img4.wikia.nocookie.net/__cb20140523045537/naruto/images/3/36/Naruto_Uzumaki.png\n","[%] File Downloaded !\n","\n","[%] Downloading Image #2 from http://images5.fanpop.com/image/photos/25700000/Naruto-Uzumaki-uzumaki-naruto-shippuuden-25797958-2036-1510.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #3 from https://images.wallpapersden.com/image/download/naruto-uzumaki-artwork_bGVmamyUmZqaraWkpJRmbmdlrWZqbGo.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #4 from http://images4.fanpop.com/image/photos/18900000/Naruto-Uzumaki-uzumaki-naruto-shippuuden-18921003-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #5 from http://images4.fanpop.com/image/photos/19700000/Naruto-Uzumaki-uzumaki-naruto-shippuuden-19785890-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #6 from 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Downloaded !\n","\n","\n","\n","[%] Done. Downloaded 35 images.\n"]}]},{"cell_type":"markdown","source":["### Downloading Images into Train Dataset"],"metadata":{"id":"2Hkfap1OwOtq"}},{"cell_type":"code","source":["downloader.download(\"sasuke uchiha\", limit=35,  output_dir='/content/drive/MyDrive/Colab Notebooks/Naruto vs Sasuke/train/sasuke', adult_filter_off=True, force_replace=False, timeout=60, verbose=True)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"PqUKFYX1Fc8g","executionInfo":{"status":"ok","timestamp":1691732170001,"user_tz":-330,"elapsed":28107,"user":{"displayName":"VRNM","userId":"08595917627032908611"}},"outputId":"9ca36cfb-55db-4f95-9cb7-c85a0a6cfff2"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["[%] Downloading Images to /content/drive/MyDrive/Colab Notebooks/Naruto vs Sasuke/train/sasuke/sasuke uchiha\n","\n","\n","[!!]Indexing page: 1\n","\n","[%] Indexed 35 Images on Page 1.\n","\n","===============================================\n","\n","[%] Downloading Image #1 from http://images6.fanpop.com/image/photos/35000000/Sasuke-uchiha-sasuke-35007847-1000-1294.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #2 from http://images5.fanpop.com/image/photos/25800000/SASUKE-uchiha-sasuke-25858006-1280-960.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #3 from http://images4.fanpop.com/image/photos/17600000/Sasuke-Uchiha-uchiha-sasuke-17639657-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #4 from http://img3.wikia.nocookie.net/__cb20140224202312/fiction-wrestling-multiverse/images/2/25/Sasuke_Uchiha.png\n","[%] File Downloaded !\n","\n","[%] Downloading Image #5 from http://images6.fanpop.com/image/photos/35000000/Sasuke-uchiha-sasuke-35016896-932-1372.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #6 from http://images4.fanpop.com/image/photos/17700000/Sasuke-Uchiha-uchiha-sasuke-17728218-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #7 from 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http://images4.fanpop.com/image/photos/17700000/Sasuke-Uchiha-uchiha-sasuke-17728215-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #31 from http://images4.fanpop.com/image/photos/22800000/Sasuke-3-uchiha-sasuke-22871429-1024-768.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #32 from https://3.bp.blogspot.com/-MGfow5FGBfU/VQfGqgV-tfI/AAAAAAAAAms/b4MlnLxxGNI/s1600/Uchiha.Sasuke.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #33 from http://images4.fanpop.com/image/photos/17600000/Sasuke-Uchiha-uchiha-sasuke-17639651-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #34 from http://images4.fanpop.com/image/photos/17600000/Sasuke-Uchiha-uchiha-sasuke-17627679-1440-810.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #35 from http://images6.fanpop.com/image/photos/34300000/Uchiha-Sasuke-uchiha-sasuke-34394728-1280-960.jpg\n","[%] File Downloaded !\n","\n","\n","\n","[%] Done. Downloaded 35 images.\n"]}]},{"cell_type":"code","source":["downloader.download(\"naruto uzumaki\", limit=15,  output_dir='/content/drive/MyDrive/Colab Notebooks/Naruto vs Sasuke/test', adult_filter_off=True, force_replace=False, timeout=60, verbose=True)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"s6_10X1yF-FH","executionInfo":{"status":"ok","timestamp":1691732278742,"user_tz":-330,"elapsed":9045,"user":{"displayName":"VRNM","userId":"08595917627032908611"}},"outputId":"96009ffc-9d08-4553-860f-4dfdf47c8e89"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["[%] Downloading Images to /content/drive/MyDrive/Colab Notebooks/Naruto vs Sasuke/test/naruto uzumaki\n","\n","\n","[!!]Indexing page: 1\n","\n","[%] Indexed 15 Images on Page 1.\n","\n","===============================================\n","\n","[%] Downloading Image #1 from http://img4.wikia.nocookie.net/__cb20140523045537/naruto/images/3/36/Naruto_Uzumaki.png\n","[%] File Downloaded !\n","\n","[%] Downloading Image #2 from http://images5.fanpop.com/image/photos/25700000/Naruto-Uzumaki-uzumaki-naruto-shippuuden-25797958-2036-1510.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #3 from https://images.wallpapersden.com/image/download/naruto-uzumaki-artwork_bGVmamyUmZqaraWkpJRmbmdlrWZqbGo.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #4 from http://images4.fanpop.com/image/photos/18900000/Naruto-Uzumaki-uzumaki-naruto-shippuuden-18921003-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #5 from http://images4.fanpop.com/image/photos/19700000/Naruto-Uzumaki-uzumaki-naruto-shippuuden-19785890-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #6 from http://images5.fanpop.com/image/photos/30800000/Naruto-Uzumaki-naruto-shippuuden-30889194-1600-1200.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #7 from https://2.bp.blogspot.com/-2YcnpB_0rjs/UFNEQkoF6SI/AAAAAAAAJoM/t9l0XjtvR9s/s0/naruto-uzumaki-1920x1080-wallpaper.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #8 from http://images4.fanpop.com/image/photos/17700000/Naruto-Uzumaki-uzumaki-naruto-shippuuden-17738172-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #9 from http://images2.fanpop.com/images/photos/6600000/Naruto-uzumaki-naruto-6608510-802-1144.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #10 from http://images.wikia.com/powerlisting/images/3/36/Naruto_Uzumaki.png\n","[%] File Downloaded !\n","\n","[%] Downloading Image #11 from http://images2.fanpop.com/image/photos/11700000/Naruto-Uzumaki-naruto-11778402-1024-768.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #12 from http://images4.fanpop.com/image/photos/19700000/Naruto-Uzumaki-uzumaki-naruto-shippuuden-19785891-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #13 from http://images6.fanpop.com/image/photos/33200000/Uzumaki-Naruto-uzumaki-naruto-33229300-1024-768.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #14 from http://1.bp.blogspot.com/-S1WaTKycbN0/TvQzPsh-6KI/AAAAAAAABVI/oO8QoKGIjrE/s1600/naruto_uzumaki6546546456.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #15 from http://images6.fanpop.com/image/photos/34200000/Naruto-Uzumaki-naruto-shippuuden-34257090-516-1024.jpg\n","[%] File Downloaded !\n","\n","\n","\n","[%] Done. Downloaded 15 images.\n"]}]},{"cell_type":"markdown","source":["### Downloading Images into Test Dataset"],"metadata":{"id":"RqzFCagOwa8d"}},{"cell_type":"code","source":["downloader.download(\"sasuke uchiha\", limit=15,  output_dir='/content/drive/MyDrive/Colab Notebooks/Naruto vs Sasuke/test', adult_filter_off=True, force_replace=False, timeout=60, verbose=True)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"v8L5g6YsGdVN","executionInfo":{"status":"ok","timestamp":1691732315713,"user_tz":-330,"elapsed":10502,"user":{"displayName":"VRNM","userId":"08595917627032908611"}},"outputId":"26897584-1ba2-4e54-f0b5-66f7f746aabd"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["[%] Downloading Images to /content/drive/MyDrive/Colab Notebooks/Naruto vs Sasuke/test/sasuke uchiha\n","\n","\n","[!!]Indexing page: 1\n","\n","[%] Indexed 15 Images on Page 1.\n","\n","===============================================\n","\n","[%] Downloading Image #1 from http://images6.fanpop.com/image/photos/35000000/Sasuke-uchiha-sasuke-35007847-1000-1294.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #2 from http://images5.fanpop.com/image/photos/25800000/SASUKE-uchiha-sasuke-25858006-1280-960.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #3 from http://images4.fanpop.com/image/photos/17600000/Sasuke-Uchiha-uchiha-sasuke-17639657-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #4 from http://img3.wikia.nocookie.net/__cb20140224202312/fiction-wrestling-multiverse/images/2/25/Sasuke_Uchiha.png\n","[%] File Downloaded !\n","\n","[%] Downloading Image #5 from http://images6.fanpop.com/image/photos/35000000/Sasuke-uchiha-sasuke-35016896-932-1372.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #6 from http://images4.fanpop.com/image/photos/17700000/Sasuke-Uchiha-uchiha-sasuke-17728218-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #7 from http://images6.fanpop.com/image/photos/36100000/Uchiha-Sasuke-image-uchiha-sasuke-36107622-1000-1200.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #8 from http://images4.fanpop.com/image/photos/18500000/Sasuke-Uchiha-uchiha-sasuke-18558610-1280-720.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #9 from https://1.bp.blogspot.com/-2qpUbRL3AYI/Tf88eJstIcI/AAAAAAAAAJc/hiUZ26rxFD8/s1600/uchiha_sasuke+mangekyou_sharingan_+sasuke_uchiha_wallpapers_asuke_shippud_nsasuke_uchiha_chidori+_sasuke_uchiha_akatsukisasuke_uchiha+shari_+sasuke+uchiha_shippud.+%25288%2529.png\n","[%] File Downloaded !\n","\n","[%] Downloading Image #10 from http://images2.fanpop.com/images/photos/7600000/Sasuke-Uchiha-naruto-7647866-1024-768.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #11 from http://images6.fanpop.com/image/photos/34200000/Uchiha-Sasuke-uchiha-sasuke-34271678-900-900.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #12 from http://static1.wikia.nocookie.net/__cb20130726072719/springtimeofyouth/images/5/59/Sasuke_Uchiha_(Ep._47).png\n","[%] File Downloaded !\n","\n","[%] Downloading Image #13 from http://images6.fanpop.com/image/photos/33200000/-Sasuke-uchiha-sasuke-33259398-883-1024.png\n","[%] File Downloaded !\n","\n","[%] Downloading Image #14 from http://images2.fanpop.com/images/photos/7300000/Uchiha-Sasuke-uchiha-sasuke-7342707-1500-2300.jpg\n","[%] File Downloaded !\n","\n","[%] Downloading Image #15 from http://images4.fanpop.com/image/photos/18900000/Sasuke-Uchiha-uchiha-sasuke-18941800-1280-720.jpg\n","[%] File Downloaded !\n","\n","\n","\n","[%] Done. Downloaded 15 images.\n"]}]}]}