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Beep boop. Your images are optimized!

Your image file size has been reduced by 21% 🎉

Details
FileBeforeAfterPercent reduction
/code/a_new_hope.png245.97kb99.58kb59.52%
/content/images/Tkinter_Driectory.png18.36kb10.04kb45.31%
/code/stormtrooper_mask.png12.31kb6.82kb44.58%
/content/images/source_color.png69.47kb39.15kb43.65%
/content/images/sphinx_index.png57.50kb34.51kb39.98%
/content/images/sphinx_list.png58.54kb35.21kb39.85%
/content/images/sphinx_true.png47.39kb29.66kb37.43%
/content/images/sphinx_demo.png53.39kb33.82kb36.64%
/content/images/sphinx_list_demo.png35.84kb22.80kb36.38%
/content/images/sphinx_code.png52.67kb33.54kb36.31%
/content/images/image_second.jpg30.25kb20.21kb33.20%
/code/lena.png134.40kb89.96kb33.07%
/content/images/163mail_smtp_html.jpg13.11kb8.86kb32.39%
/content/images/image_change.jpg20.22kb13.67kb32.38%
/content/images/image_histogram.jpg477.23kb324.31kb32.04%
/content/images/json_demo.jpg58.96kb40.14kb31.92%
/content/images/163mail_smtp_multipart.jpg18.30kb12.46kb31.89%
/content/images/json_object.jpg26.70kb18.26kb31.61%
/content/images/Tkinter_partial.png8.15kb5.58kb31.47%
/content/images/163mail_smtp_demo.jpg17.06kb11.73kb31.25%
/content/images/pop_demo.jpg26.93kb18.52kb31.24%
/content/images/qqmail_smtp_demo.jpg14.97kb10.31kb31.16%
/content/images/smtp_ssl.jpg27.95kb19.28kb31.03%
/content/images/json_demo_2.jpg38.62kb26.64kb31.02%
/content/images/Tkinter_demo_2.png2.43kb1.69kb30.68%
/content/images/envelopes_demo.jpg15.29kb10.60kb30.65%
/code/grab_pil_part.png17.68kb12.31kb30.39%
/content/images/163mail_smtp_image.png23.56kb16.41kb30.33%
/content/images/Tkinter_scale.png4.44kb3.13kb29.51%
/content/images/py2exe_demo.png5.31kb3.75kb29.30%
/content/images/test.jpg29.73kb21.71kb26.97%
/content/images/sphinx_requests.png222.19kb162.50kb26.86%
/content/images/http_basic_auth_demo.png128.85kb95.15kb26.16%
/content/images/xlwt_demo.jpg240.63kb180.80kb24.86%
/content/images/color_demo.png10.21kb7.67kb24.83%
/content/images/163mail_smtp_multipart_successful.jpg104.20kb80.18kb23.05%
/code/wordcloud.png68.94kb53.06kb23.04%
/content/images/envelopes_demo_successful.jpg121.97kb93.95kb22.97%
/content/images/image_demo_successful.jpg119.23kb92.50kb22.42%
/content/images/os_walk.jpg138.89kb107.74kb22.42%
/content/images/test4.jpg14.32kb11.12kb22.36%
/content/images/image_create.jpg122.43kb95.19kb22.25%
/content/images/zipfile_demo.png52.87kb41.22kb22.04%
/content/images/sys_modules.jpg237.53kb185.32kb21.98%
/content/images/163mail_smtp_html_successful.jpg68.85kb53.75kb21.94%
/content/images/sys_argv.jpg69.02kb53.93kb21.86%
/content/images/color_row.png239.56kb187.33kb21.80%
/content/images/md5_hash_bigfile.jpg78.46kb61.39kb21.76%
/content/images/ftplib_download.png80.78kb63.24kb21.71%
/content/images/time_demo.jpg236.95kb185.61kb21.67%
/content/images/imageFilter_demo.jpg126.84kb99.41kb21.63%
/content/images/time_time.jpg143.19kb112.23kb21.62%
/content/images/os_shell.jpg505.73kb396.94kb21.51%
/content/images/sys_platform.jpg279.48kb219.39kb21.50%
/content/images/crypto_des.jpg58.17kb45.79kb21.29%
/content/images/xlrd_demo.jpg221.46kb174.32kb21.29%
/content/images/crypto_3des.jpg57.85kb45.63kb21.12%
/content/images/sys_std.jpg83.18kb65.63kb21.09%
/content/images/qqmail_SMTP.jpg271.27kb214.11kb21.07%
/content/images/md5_hash_file.jpg82.65kb65.37kb20.91%
/content/images/sphinx_link.png69.98kb55.43kb20.79%
/content/images/color_linux.png12.71kb10.07kb20.76%
/content/images/xlutils_demo.jpg13.34kb10.61kb20.46%
/code/alice.png160.27kb127.91kb20.19%
/code/puzzle.jpg2.63kb2.12kb19.60%
/content/images/test9.jpg16.66kb13.39kb19.59%
/content/images/Tkinter_button.png2.68kb2.16kb19.56%
/content/images/test6.jpg20.51kb16.62kb18.97%
/content/images/imageDraw_demo.jpg232.11kb190.22kb18.05%
/content/images/socket_server.png32.22kb26.46kb17.87%
/content/images/socket_server_sockopt.png47.63kb39.45kb17.17%
/content/images/socket_error.png63.21kb52.47kb16.98%
/content/images/socket_connection.jpg25.99kb21.61kb16.84%
/content/images/markdown_markdown2.jpg80.79kb67.39kb16.58%
/content/images/test2.jpg21.38kb17.87kb16.44%
/content/images/test8.jpg23.88kb19.99kb16.28%
/content/images/socket_client_improve.png37.04kb31.03kb16.21%
/content/images/socket_get.png45.74kb38.53kb15.76%
/content/images/re_complex.png42.61kb35.97kb15.59%
/content/images/socket_client.png44.94kb37.93kb15.59%
/content/images/os_demo.jpg102.65kb86.68kb15.56%
/content/images/ftplib_demo.png67.70kb57.23kb15.47%
/content/images/gzip_demo.png18.82kb15.96kb15.18%
/content/images/markdown_markdown.jpg80.32kb68.19kb15.11%
/content/images/markdown_mistune.jpg79.64kb67.83kb14.83%
/content/images/threading_nolock.jpg20.83kb17.75kb14.79%
/content/images/tcp.jpg31.38kb26.75kb14.76%
/content/images/socket_server_client.png41.36kb35.32kb14.58%
/content/images/md2html.jpg40.77kb34.86kb14.51%
/content/images/threading_lock.jpg21.79kb18.70kb14.18%
/content/images/test7.jpg26.36kb22.76kb13.65%
/content/images/test5.jpg26.90kb23.28kb13.46%
/content/images/socket.jpg36.60kb31.70kb13.38%
/content/images/getpass_demo.jpg9.25kb8.11kb12.26%
/content/images/zipfile_dir.png21.62kb19.03kb11.94%
/content/images/socket_server_2.jpg15.37kb13.57kb11.73%
/content/images/random_demo.jpg26.36kb23.33kb11.50%
/content/images/socket_server_client_2.jpg77.99kb69.05kb11.47%
/content/images/mysqldb_third.jpg60.22kb53.49kb11.19%
/content/images/argparse_count.jpg31.65kb28.14kb11.10%
/content/images/test3.jpg35.63kb31.70kb11.02%
/content/images/mysql.jpg84.32kb75.09kb10.94%
/content/images/argparse_add_argument.jpg29.85kb26.59kb10.91%
/content/images/thread_demo.jpg35.70kb31.85kb10.77%
/content/images/threading_class_MyThread.jpg36.52kb32.66kb10.57%
/content/images/mysqldb_error.jpg21.11kb18.90kb10.45%
/content/images/threading_demo.jpg35.56kb31.90kb10.30%
/content/images/threading_class.jpg37.24kb33.46kb10.14%
/content/images/mysql_demo.jpg30.37kb27.40kb9.77%
/content/images/no_thread_demo.jpg36.30kb32.89kb9.40%
/code/code.jpg4.47kb4.05kb9.39%
/content/images/openfile.jpg17.27kb15.68kb9.22%
/content/images/openfile2_error.jpg27.38kb24.88kb9.13%
/content/images/base64_encode.jpg19.36kb17.61kb9.07%
/code/grab_win32_demo.png39.36kb35.80kb9.03%
/content/images/crypto_md5.jpg21.46kb19.52kb9.01%
/content/images/base64_demo.jpg20.06kb18.26kb8.96%
/content/images/mysqldb_first.jpg19.96kb18.18kb8.94%
/content/images/mysqldb_second.jpg22.70kb20.70kb8.81%
/content/images/argparse_demo_h.jpg22.08kb20.17kb8.62%
/content/images/re_demo.png4.82kb4.41kb8.50%
/content/images/hash_sha1.jpg19.48kb17.82kb8.50%
/content/images/md5_hash.jpg18.69kb17.12kb8.45%
/content/images/crypto_aes.jpg19.46kb17.86kb8.24%
/content/images/test_PyQt4.png4.16kb3.82kb8.06%
/content/images/md5_md5.jpg18.32kb16.84kb8.06%
/content/images/pydes_des.jpg17.86kb16.55kb7.32%
/content/images/queue_demo.jpg15.98kb14.82kb7.25%
/content/images/argparse_demo.jpg15.42kb14.32kb7.13%
/code/code.png31.91kb29.72kb6.85%
/code/grab_py_demo.png31.77kb29.74kb6.40%
/code/grab_py_part.png31.77kb29.74kb6.37%
/code/grab_pil_demo.png31.77kb29.76kb6.31%
/code/grab_qt_demo.png32.61kb30.63kb6.07%
/content/images/Tkinter_demo.png3.02kb2.88kb4.72%
/code/alice_color.jpg410.59kb391.26kb4.71%
/code/code_progress.jpg4.40kb4.27kb3.04%
/code/pyqrcode_demo.svg1.53kb1.49kb2.56%
/content/images/upxshell.png38.92kb38.11kb2.09%
/content/images/test1.png90.70kb89.93kb0.84%
/code/card.jpeg5.34kb5.34kb0.02%
Total :9,127.53kb7,167.86kb21.47%

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@ImgBotApp
[ImgBot] Optimize images
ef08c31
*Total -- 9,127.53kb -> 7,167.86kb (21.47%)
/code/a_new_hope.png -- 245.97kb -> 99.58kb (59.52%)
/content/images/Tkinter_Driectory.png -- 18.36kb -> 10.04kb (45.31%)
/code/stormtrooper_mask.png -- 12.31kb -> 6.82kb (44.58%)
/content/images/source_color.png -- 69.47kb -> 39.15kb (43.65%)
/content/images/sphinx_index.png -- 57.50kb -> 34.51kb (39.98%)
/content/images/sphinx_list.png -- 58.54kb -> 35.21kb (39.85%)
/content/images/sphinx_true.png -- 47.39kb -> 29.66kb (37.43%)
/content/images/sphinx_demo.png -- 53.39kb -> 33.82kb (36.64%)
/content/images/sphinx_list_demo.png -- 35.84kb -> 22.80kb (36.38%)
/content/images/sphinx_code.png -- 52.67kb -> 33.54kb (36.31%)
/content/images/image_second.jpg -- 30.25kb -> 20.21kb (33.2%)
/code/lena.png -- 134.40kb -> 89.96kb (33.07%)
/content/images/163mail_smtp_html.jpg -- 13.11kb -> 8.86kb (32.39%)
/content/images/image_change.jpg -- 20.22kb -> 13.67kb (32.38%)
/content/images/image_histogram.jpg -- 477.23kb -> 324.31kb (32.04%)
/content/images/json_demo.jpg -- 58.96kb -> 40.14kb (31.92%)
/content/images/163mail_smtp_multipart.jpg -- 18.30kb -> 12.46kb (31.89%)
/content/images/json_object.jpg -- 26.70kb -> 18.26kb (31.61%)
/content/images/Tkinter_partial.png -- 8.15kb -> 5.58kb (31.47%)
/content/images/163mail_smtp_demo.jpg -- 17.06kb -> 11.73kb (31.25%)
/content/images/pop_demo.jpg -- 26.93kb -> 18.52kb (31.24%)
/content/images/qqmail_smtp_demo.jpg -- 14.97kb -> 10.31kb (31.16%)
/content/images/smtp_ssl.jpg -- 27.95kb -> 19.28kb (31.03%)
/content/images/json_demo_2.jpg -- 38.62kb -> 26.64kb (31.02%)
/content/images/Tkinter_demo_2.png -- 2.43kb -> 1.69kb (30.68%)
/content/images/envelopes_demo.jpg -- 15.29kb -> 10.60kb (30.65%)
/code/grab_pil_part.png -- 17.68kb -> 12.31kb (30.39%)
/content/images/163mail_smtp_image.png -- 23.56kb -> 16.41kb (30.33%)
/content/images/Tkinter_scale.png -- 4.44kb -> 3.13kb (29.51%)
/content/images/py2exe_demo.png -- 5.31kb -> 3.75kb (29.3%)
/content/images/test.jpg -- 29.73kb -> 21.71kb (26.97%)
/content/images/sphinx_requests.png -- 222.19kb -> 162.50kb (26.86%)
/content/images/http_basic_auth_demo.png -- 128.85kb -> 95.15kb (26.16%)
/content/images/xlwt_demo.jpg -- 240.63kb -> 180.80kb (24.86%)
/content/images/color_demo.png -- 10.21kb -> 7.67kb (24.83%)
/content/images/163mail_smtp_multipart_successful.jpg -- 104.20kb -> 80.18kb (23.05%)
/code/wordcloud.png -- 68.94kb -> 53.06kb (23.04%)
/content/images/envelopes_demo_successful.jpg -- 121.97kb -> 93.95kb (22.97%)
/content/images/image_demo_successful.jpg -- 119.23kb -> 92.50kb (22.42%)
/content/images/os_walk.jpg -- 138.89kb -> 107.74kb (22.42%)
/content/images/test4.jpg -- 14.32kb -> 11.12kb (22.36%)
/content/images/image_create.jpg -- 122.43kb -> 95.19kb (22.25%)
/content/images/zipfile_demo.png -- 52.87kb -> 41.22kb (22.04%)
/content/images/sys_modules.jpg -- 237.53kb -> 185.32kb (21.98%)
/content/images/163mail_smtp_html_successful.jpg -- 68.85kb -> 53.75kb (21.94%)
/content/images/sys_argv.jpg -- 69.02kb -> 53.93kb (21.86%)
/content/images/color_row.png -- 239.56kb -> 187.33kb (21.8%)
/content/images/md5_hash_bigfile.jpg -- 78.46kb -> 61.39kb (21.76%)
/content/images/ftplib_download.png -- 80.78kb -> 63.24kb (21.71%)
/content/images/time_demo.jpg -- 236.95kb -> 185.61kb (21.67%)
/content/images/imageFilter_demo.jpg -- 126.84kb -> 99.41kb (21.63%)
/content/images/time_time.jpg -- 143.19kb -> 112.23kb (21.62%)
/content/images/os_shell.jpg -- 505.73kb -> 396.94kb (21.51%)
/content/images/sys_platform.jpg -- 279.48kb -> 219.39kb (21.5%)
/content/images/crypto_des.jpg -- 58.17kb -> 45.79kb (21.29%)
/content/images/xlrd_demo.jpg -- 221.46kb -> 174.32kb (21.29%)
/content/images/crypto_3des.jpg -- 57.85kb -> 45.63kb (21.12%)
/content/images/sys_std.jpg -- 83.18kb -> 65.63kb (21.09%)
/content/images/qqmail_SMTP.jpg -- 271.27kb -> 214.11kb (21.07%)
/content/images/md5_hash_file.jpg -- 82.65kb -> 65.37kb (20.91%)
/content/images/sphinx_link.png -- 69.98kb -> 55.43kb (20.79%)
/content/images/color_linux.png -- 12.71kb -> 10.07kb (20.76%)
/content/images/xlutils_demo.jpg -- 13.34kb -> 10.61kb (20.46%)
/code/alice.png -- 160.27kb -> 127.91kb (20.19%)
/code/puzzle.jpg -- 2.63kb -> 2.12kb (19.6%)
/content/images/test9.jpg -- 16.66kb -> 13.39kb (19.59%)
/content/images/Tkinter_button.png -- 2.68kb -> 2.16kb (19.56%)
/content/images/test6.jpg -- 20.51kb -> 16.62kb (18.97%)
/content/images/imageDraw_demo.jpg -- 232.11kb -> 190.22kb (18.05%)
/content/images/socket_server.png -- 32.22kb -> 26.46kb (17.87%)
/content/images/socket_server_sockopt.png -- 47.63kb -> 39.45kb (17.17%)
/content/images/socket_error.png -- 63.21kb -> 52.47kb (16.98%)
/content/images/socket_connection.jpg -- 25.99kb -> 21.61kb (16.84%)
/content/images/markdown_markdown2.jpg -- 80.79kb -> 67.39kb (16.58%)
/content/images/test2.jpg -- 21.38kb -> 17.87kb (16.44%)
/content/images/test8.jpg -- 23.88kb -> 19.99kb (16.28%)
/content/images/socket_client_improve.png -- 37.04kb -> 31.03kb (16.21%)
/content/images/socket_get.png -- 45.74kb -> 38.53kb (15.76%)
/content/images/re_complex.png -- 42.61kb -> 35.97kb (15.59%)
/content/images/socket_client.png -- 44.94kb -> 37.93kb (15.59%)
/content/images/os_demo.jpg -- 102.65kb -> 86.68kb (15.56%)
/content/images/ftplib_demo.png -- 67.70kb -> 57.23kb (15.47%)
/content/images/gzip_demo.png -- 18.82kb -> 15.96kb (15.18%)
/content/images/markdown_markdown.jpg -- 80.32kb -> 68.19kb (15.11%)
/content/images/markdown_mistune.jpg -- 79.64kb -> 67.83kb (14.83%)
/content/images/threading_nolock.jpg -- 20.83kb -> 17.75kb (14.79%)
/content/images/tcp.jpg -- 31.38kb -> 26.75kb (14.76%)
/content/images/socket_server_client.png -- 41.36kb -> 35.32kb (14.58%)
/content/images/md2html.jpg -- 40.77kb -> 34.86kb (14.51%)
/content/images/threading_lock.jpg -- 21.79kb -> 18.70kb (14.18%)
/content/images/test7.jpg -- 26.36kb -> 22.76kb (13.65%)
/content/images/test5.jpg -- 26.90kb -> 23.28kb (13.46%)
/content/images/socket.jpg -- 36.60kb -> 31.70kb (13.38%)
/content/images/getpass_demo.jpg -- 9.25kb -> 8.11kb (12.26%)
/content/images/zipfile_dir.png -- 21.62kb -> 19.03kb (11.94%)
/content/images/socket_server_2.jpg -- 15.37kb -> 13.57kb (11.73%)
/content/images/random_demo.jpg -- 26.36kb -> 23.33kb (11.5%)
/content/images/socket_server_client_2.jpg -- 77.99kb -> 69.05kb (11.47%)
/content/images/mysqldb_third.jpg -- 60.22kb -> 53.49kb (11.19%)
/content/images/argparse_count.jpg -- 31.65kb -> 28.14kb (11.1%)
/content/images/test3.jpg -- 35.63kb -> 31.70kb (11.02%)
/content/images/mysql.jpg -- 84.32kb -> 75.09kb (10.94%)
/content/images/argparse_add_argument.jpg -- 29.85kb -> 26.59kb (10.91%)
/content/images/thread_demo.jpg -- 35.70kb -> 31.85kb (10.77%)
/content/images/threading_class_MyThread.jpg -- 36.52kb -> 32.66kb (10.57%)
/content/images/mysqldb_error.jpg -- 21.11kb -> 18.90kb (10.45%)
/content/images/threading_demo.jpg -- 35.56kb -> 31.90kb (10.3%)
/content/images/threading_class.jpg -- 37.24kb -> 33.46kb (10.14%)
/content/images/mysql_demo.jpg -- 30.37kb -> 27.40kb (9.77%)
/content/images/no_thread_demo.jpg -- 36.30kb -> 32.89kb (9.4%)
/code/code.jpg -- 4.47kb -> 4.05kb (9.39%)
/content/images/openfile.jpg -- 17.27kb -> 15.68kb (9.22%)
/content/images/openfile2_error.jpg -- 27.38kb -> 24.88kb (9.13%)
/content/images/base64_encode.jpg -- 19.36kb -> 17.61kb (9.07%)
/code/grab_win32_demo.png -- 39.36kb -> 35.80kb (9.03%)
/content/images/crypto_md5.jpg -- 21.46kb -> 19.52kb (9.01%)
/content/images/base64_demo.jpg -- 20.06kb -> 18.26kb (8.96%)
/content/images/mysqldb_first.jpg -- 19.96kb -> 18.18kb (8.94%)
/content/images/mysqldb_second.jpg -- 22.70kb -> 20.70kb (8.81%)
/content/images/argparse_demo_h.jpg -- 22.08kb -> 20.17kb (8.62%)
/content/images/re_demo.png -- 4.82kb -> 4.41kb (8.5%)
/content/images/hash_sha1.jpg -- 19.48kb -> 17.82kb (8.5%)
/content/images/md5_hash.jpg -- 18.69kb -> 17.12kb (8.45%)
/content/images/crypto_aes.jpg -- 19.46kb -> 17.86kb (8.24%)
/content/images/test_PyQt4.png -- 4.16kb -> 3.82kb (8.06%)
/content/images/md5_md5.jpg -- 18.32kb -> 16.84kb (8.06%)
/content/images/pydes_des.jpg -- 17.86kb -> 16.55kb (7.32%)
/content/images/queue_demo.jpg -- 15.98kb -> 14.82kb (7.25%)
/content/images/argparse_demo.jpg -- 15.42kb -> 14.32kb (7.13%)
/code/code.png -- 31.91kb -> 29.72kb (6.85%)
/code/grab_py_demo.png -- 31.77kb -> 29.74kb (6.4%)
/code/grab_py_part.png -- 31.77kb -> 29.74kb (6.37%)
/code/grab_pil_demo.png -- 31.77kb -> 29.76kb (6.31%)
/code/grab_qt_demo.png -- 32.61kb -> 30.63kb (6.07%)
/content/images/Tkinter_demo.png -- 3.02kb -> 2.88kb (4.72%)
/code/alice_color.jpg -- 410.59kb -> 391.26kb (4.71%)
/code/code_progress.jpg -- 4.40kb -> 4.27kb (3.04%)
/code/pyqrcode_demo.svg -- 1.53kb -> 1.49kb (2.56%)
/content/images/upxshell.png -- 38.92kb -> 38.11kb (2.09%)
/content/images/test1.png -- 90.70kb -> 89.93kb (0.84%)
/code/card.jpeg -- 5.34kb -> 5.34kb (0.02%)
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