From 7813c53c74567dcaab045550f7ac6c9708c035e0 Mon Sep 17 00:00:00 2001 From: liujiangfan <951416168@qq.com> Date: Thu, 21 Jun 2018 23:25:45 +0800 Subject: [PATCH] update --- ...217\212python\345\256\236\347\216\260.pdf" | Bin 2543878 -> 2541468 bytes ...\345\256\236\347\216\260-checkpoint.ipynb" | 3 ++- ...7\212python\345\256\236\347\216\260.ipynb" | 3 ++- ...217\212python\345\256\236\347\216\260.pdf" | Bin 2543878 -> 2541468 bytes 4 files changed, 4 insertions(+), 2 deletions(-) diff --git "a/Coursera-deeplearning\346\267\261\345\272\246\345\255\246\344\271\240/5-\346\234\272\345\231\250\345\255\246\344\271\240\347\263\273\345\210\227\357\274\2105\357\274\211\357\274\232\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234CNN\344\271\213--\345\216\237\347\220\206\345\217\212python\345\256\236\347\216\260.pdf" "b/Coursera-deeplearning\346\267\261\345\272\246\345\255\246\344\271\240/5-\346\234\272\345\231\250\345\255\246\344\271\240\347\263\273\345\210\227\357\274\2105\357\274\211\357\274\232\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234CNN\344\271\213--\345\216\237\347\220\206\345\217\212python\345\256\236\347\216\260.pdf" index df213fafcbb9b6f4efb1a799b0389dec0202a745..d4c6145f8c378324e6ddcf45c3162358113fbd8c 100644 GIT binary patch delta 27602 zcmce-by(Hk(>A)X2o*#&BHe5@NK3N;>25??q+7cANOyyDH%O5coF~g-+63 zM?lM3mxxk;gOQ$rjh=<^uPJV)UZ)6Nr}w;0?^m2YXgGZSnx2WCo14hW+EQ1`6vaNF zPc6FR=mCw$%&dluQpvjxB}8^=x_ga{VQ0yaZ!{Wi&$oHZsnqt84?Xo&q?@2u$I(FD z^)XsBu&~q>M&JJ!-*CKfL3~aGDnS9Fc37B;<~)9&2r&CqI6GXPAQ<*7_n?`V=H#cQ z^+YGn-B5a>@WoJTls)^oPg2*B%=eghJDFDV=G^x7K&W3r?tuvrZ4P92vQ4Mz$LF+H z6xLey0zb3nCB@0i@l!XDV3KCFbUF6}aM2^5**erUeqk=noc#jHY(W&$aHTaL&8T4c z$kbzAUI|>uEbT_lI)~70bRE#ia}PaDmBL%X+W*|=t{Lqu;oXaFeijhlwkTXkZ0)rq z-A3ftD4NSv$Dpja>_Y2^E(9$pjuwTyxH@5a4e|JhI#35TLv4=11*H4Ro=?trDHAl8 zLe{8(n+DrUFHETO(ef^qfukV}Cs8FyfGIWfF@QGY%Pt;zO~DshB>ys%{C#5L6UagWBtM?Py2w54#o}s^Ig^hRq&92F*2`ArtKZGdjO8~Zt`O7}vx2%vY z_1UrEyjylqFoLU*JAJmV<9Q^xCeKLeOPSud2U3(Lb&gp6awB* zw6kw--M&iA;*1Y1$>5R#+Po7^&Xh|Y0{PaiTxm2C&;3073K;MRmWLhg=VU;$Y|gUm5e`bpUsdR~D(TO(V)@@o%bz!T zTg&m9A~kGA9kYkKmow66;!W_tMfW(rGW3PNcAYi|&Nv2gIWT{!MZhjzH_T zGNv{as&^Tz4nNS*U!_DUICs@vlJx?1>-KrfPrV=GEgMh6WyKfGA3IuVaog8 zLzOMARG#2I_o8UHpZ-+%&D&5`>bUKckG%D>F_j5(ad@1#t4d;;H8b|qkSQcRzB842 zVsQ3DAz^_C2G;-(=eqWoN3b*_bNGfU7GJ_QA!$#RIYeXUf^T?y?!(ZT>ODZ=J3=%O zC#hXsNp@F{P*O~iESL$*(AvHxypLcY9@YUiGZJoudcpR?z2JktK*onZiCKlnpIdR_E85AERAF71 zO!1@EC~*Ym^*k&6Co+8UIxDKZNYlr(d!&z;J+{goa`eBT;G!DDoY!s)UUqvHmX&es z(vjGZ{-LZrNW-E3N^D6_*{4&@v;OijT#uX*6Yst)l4Mu+x9zWh=j(Zg@d}G2vTvo$ zK*w>W&9=-3Bc^wutgm^B1Ere1e8j}wr`rD{(tl&0Tr()Fo^XHIcyupiO6~sOY>Ku1 zuoD66nk$pwSHV=lbti{PR#F-mNgpIB8uz2hp8U|bAuv&x zU11G!r|$F7*$ft^U1njy;%p&+iZ8!FKYl^-QHS17s6q%(lF{;UXqMA|pLoX> z*c;hp6JuCXI3xoTh1cT&GdP!o0&MBa!vas$IktxvpoHPW%%^wlOl> zgn}n~s*KqZ@yk@1+TN>(CgGKy;#z)`{^ULT9QCd9wVz8zASbNNYSKUapy_F6*95Hd z^*+o)`=NC}Q9%RA@+9tkjeESk6RFq}!A%WK5X;Oa0K!INH!0~M9T|MK6kpjSO}OqY z0}1}x1WBTMw@FKbjTu~Syf^&&W_D&G2)->ebk8SA%FV7B1Iev0n&B7jF!Doz0zBE~Q_3(H7)X!JZdqy0)Om^=@iNPQ=N|GB2 z^NBkhA8#{!q)EW%b(EWjQ7jOQybwGatPdH9KN1vvENaPZ&k1nk|0G}t#*~?t%^RN8 z^r6d?5hJj%%jVqlW5M+2`mQhiMW?Y$33#|xZl$sbTW|yKcAj&5r%PW{!8XP5eaG=i z37o%RD1MYdx`3>`CE}k|8+TtQnr!i_-WPTmkVtXEo(=kg#wCPTa{kBNd08tmnzB|h zP}KXyPSqnd1t$gKaA zbE3`%G+Gj41cd zeq=f7wQt3pw!hSGcHkeK!Cm0yfNlfWwh%HpWM4~NxqX8|^gW#i-_dQZ?YmB~(>v6m z)yHpp_h`$*BK&A1GqIj@>8GSg#wf&%D)4z6(Ddfb_lQCtew$$$)JLDdFg-ZJrcDhN z=-==2=dT{Y*s*}B8`i9=q#q>It5q2#9ST0!j@Qq{QhbP*Jn%>1S6d{f zVdD%GGE2IuN~J;CWW`D8GM5CwpOeMYg+FHYDupw~q=~;urjBTvk-`+>!1CjD!Pxf^ zhI}2JM3a*V#X0uKx#lPZpEx`Qk?E!$e-?i^ngF)?io5R7Z#h35NSibZ1JZiWPw6x{y(Jb+=qyj+~%-W*+Y3 zn*wB{hS5SBihQhKanF0!FS4W5U*Q)Tj7G}b8uXEhJ$8{>Vy?}NM!ENp2uO%P6~i5r z%waIMaz}WIa~>H9kP(UPy1!o5F}HJc$N=My{FJo1;>ZD;saWbe7q2kbMmv|t1+ypY z+oEhkk8{f1e7uJ)TbR+(Ti)<9To*-ZmjqJO&5r~OP0G0L9CyVzB_G~1d_*34Zi?Q& z_qD(uhlbxZ*E@8MUER4*2H0pJnWSbfNjb5ywR?BumV)PZW`!LF>!KVV!|F%L&Afe$ zjohQ40z0!ER=g&WEqT! 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**Figure 5** : **卷积步长**
\n", - " - 一般的,容易得到特征矩阵的大小与原图像和Kernel的关系可用下式表示(假设原图像大小为$n*n$,Kernel的大小为$f*f$,Padding的大小为$P$,那么输出的大小为$\\frac{n+2p-f}{2}+1 * \\frac{n+2p-f}{2}+1$.\n", + " - 一般的,容易得到特征矩阵的大小与原图像和Kernel的关系可用下式表示(假设原图像大小为$n*n$,Kernel的大小为$f*f$,Padding的大小为$P$,那么输出的大小为$\\frac{n+2p-f}{S}+1 * \\frac{n+2p-f}{S}+1$.\n", + " \n", "**三维卷积**:\n", " \n", " - 三维卷积即是一维卷积和二维卷积的推广,事实上N维空间上的卷积形式是一样的,这里特地介绍三维卷积是为了描述RGB图像的边缘提取,黑白图像的维度可以用二维平面表示,而彩色图像需要用三维空间来表示,因为彩色图像有三个通道,所以在做卷积运算时,kernel的维度为从二维增加到三维,第三个维度的大小与彩色图像的必须通道数相同,$Figure 6$是三维卷积的演示,注意输出不是$4*4*3$,而是$4*4*1$。\n", diff --git "a/Coursera-deeplearning\346\267\261\345\272\246\345\255\246\344\271\240/\350\257\276\347\250\2134-\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234/week_1/assignment/5-\346\234\272\345\231\250\345\255\246\344\271\240\347\263\273\345\210\227\357\274\2105\357\274\211\357\274\232\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234CNN\344\271\213--\345\216\237\347\220\206\345\217\212python\345\256\236\347\216\260.ipynb" "b/Coursera-deeplearning\346\267\261\345\272\246\345\255\246\344\271\240/\350\257\276\347\250\2134-\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234/week_1/assignment/5-\346\234\272\345\231\250\345\255\246\344\271\240\347\263\273\345\210\227\357\274\2105\357\274\211\357\274\232\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234CNN\344\271\213--\345\216\237\347\220\206\345\217\212python\345\256\236\347\216\260.ipynb" index d4de53e..ce8bff5 100644 --- "a/Coursera-deeplearning\346\267\261\345\272\246\345\255\246\344\271\240/\350\257\276\347\250\2134-\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234/week_1/assignment/5-\346\234\272\345\231\250\345\255\246\344\271\240\347\263\273\345\210\227\357\274\2105\357\274\211\357\274\232\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234CNN\344\271\213--\345\216\237\347\220\206\345\217\212python\345\256\236\347\216\260.ipynb" +++ "b/Coursera-deeplearning\346\267\261\345\272\246\345\255\246\344\271\240/\350\257\276\347\250\2134-\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234/week_1/assignment/5-\346\234\272\345\231\250\345\255\246\344\271\240\347\263\273\345\210\227\357\274\2105\357\274\211\357\274\232\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234CNN\344\271\213--\345\216\237\347\220\206\345\217\212python\345\256\236\347\216\260.ipynb" @@ -64,7 +64,8 @@ " \n", "\n", "
**Figure 5** : **卷积步长**
\n", - " - 一般的,容易得到特征矩阵的大小与原图像和Kernel的关系可用下式表示(假设原图像大小为$n*n$,Kernel的大小为$f*f$,Padding的大小为$P$,那么输出的大小为$\\frac{n+2p-f}{2}+1 * \\frac{n+2p-f}{2}+1$.\n", + " - 一般的,容易得到特征矩阵的大小与原图像和Kernel的关系可用下式表示(假设原图像大小为$n*n$,Kernel的大小为$f*f$,Padding的大小为$P$,那么输出的大小为$(\\frac{n+2p-f}{S}+1) *( \\frac{n+2p-f}{S}+1)$.\n", + " \n", "**三维卷积**:\n", " \n", " - 三维卷积即是一维卷积和二维卷积的推广,事实上N维空间上的卷积形式是一样的,这里特地介绍三维卷积是为了描述RGB图像的边缘提取,黑白图像的维度可以用二维平面表示,而彩色图像需要用三维空间来表示,因为彩色图像有三个通道,所以在做卷积运算时,kernel的维度为从二维增加到三维,第三个维度的大小与彩色图像的必须通道数相同,$Figure 6$是三维卷积的演示,注意输出不是$4*4*3$,而是$4*4*1$。\n", diff --git "a/Coursera-deeplearning\346\267\261\345\272\246\345\255\246\344\271\240/\350\257\276\347\250\2134-\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234/week_1/assignment/5-\346\234\272\345\231\250\345\255\246\344\271\240\347\263\273\345\210\227\357\274\2105\357\274\211\357\274\232\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234CNN\344\271\213--\345\216\237\347\220\206\345\217\212python\345\256\236\347\216\260.pdf" "b/Coursera-deeplearning\346\267\261\345\272\246\345\255\246\344\271\240/\350\257\276\347\250\2134-\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234/week_1/assignment/5-\346\234\272\345\231\250\345\255\246\344\271\240\347\263\273\345\210\227\357\274\2105\357\274\211\357\274\232\345\215\267\347\247\257\347\245\236\347\273\217\347\275\221\347\273\234CNN\344\271\213--\345\216\237\347\220\206\345\217\212python\345\256\236\347\216\260.pdf" index df213fafcbb9b6f4efb1a799b0389dec0202a745..d4c6145f8c378324e6ddcf45c3162358113fbd8c 100644 GIT binary patch delta 27602 zcmce-by(Hk(>A)X2o*#&BHe5@NK3N;>25??q+7cANOyyDH%O5coF~g-+63 zM?lM3mxxk;gOQ$rjh=<^uPJV)UZ)6Nr}w;0?^m2YXgGZSnx2WCo14hW+EQ1`6vaNF zPc6FR=mCw$%&dluQpvjxB}8^=x_ga{VQ0yaZ!{Wi&$oHZsnqt84?Xo&q?@2u$I(FD z^)XsBu&~q>M&JJ!-*CKfL3~aGDnS9Fc37B;<~)9&2r&CqI6GXPAQ<*7_n?`V=H#cQ z^+YGn-B5a>@WoJTls)^oPg2*B%=eghJDFDV=G^x7K&W3r?tuvrZ4P92vQ4Mz$LF+H z6xLey0zb3nCB@0i@l!XDV3KCFbUF6}aM2^5**erUeqk=noc#jHY(W&$aHTaL&8T4c z$kbzAUI|>uEbT_lI)~70bRE#ia}PaDmBL%X+W*|=t{Lqu;oXaFeijhlwkTXkZ0)rq z-A3ftD4NSv$Dpja>_Y2^E(9$pjuwTyxH@5a4e|JhI#35TLv4=11*H4Ro=?trDHAl8 zLe{8(n+DrUFHETO(ef^qfukV}Cs8FyfGIWfF@QGY%Pt;zO~DshB>ys%{C#5L6UagWBtM?Py2w54#o}s^Ig^hRq&92F*2`ArtKZGdjO8~Zt`O7}vx2%vY z_1UrEyjylqFoLU*JAJmV<9Q^xCeKLeOPSud2U3(Lb&gp6awB* zw6kw--M&iA;*1Y1$>5R#+Po7^&Xh|Y0{PaiTxm2C&;3073K;MRmWLhg=VU;$Y|gUm5e`bpUsdR~D(TO(V)@@o%bz!T zTg&m9A~kGA9kYkKmow66;!W_tMfW(rGW3PNcAYi|&Nv2gIWT{!MZhjzH_T zGNv{as&^Tz4nNS*U!_DUICs@vlJx?1>-KrfPrV=GEgMh6WyKfGA3IuVaog8 zLzOMARG#2I_o8UHpZ-+%&D&5`>bUKckG%D>F_j5(ad@1#t4d;;H8b|qkSQcRzB842 zVsQ3DAz^_C2G;-(=eqWoN3b*_bNGfU7GJ_QA!$#RIYeXUf^T?y?!(ZT>ODZ=J3=%O zC#hXsNp@F{P*O~iESL$*(AvHxypLcY9@YUiGZJoudcpR?z2JktK*onZiCKlnpIdR_E85AERAF71 zO!1@EC~*Ym^*k&6Co+8UIxDKZNYlr(d!&z;J+{goa`eBT;G!DDoY!s)UUqvHmX&es z(vjGZ{-LZrNW-E3N^D6_*{4&@v;OijT#uX*6Yst)l4Mu+x9zWh=j(Zg@d}G2vTvo$ zK*w>W&9=-3Bc^wutgm^B1Ere1e8j}wr`rD{(tl&0Tr()Fo^XHIcyupiO6~sOY>Ku1 zuoD66nk$pwSHV=lbti{PR#F-mNgpIB8uz2hp8U|bAuv&x zU11G!r|$F7*$ft^U1njy;%p&+iZ8!FKYl^-QHS17s6q%(lF{;UXqMA|pLoX> z*c;hp6JuCXI3xoTh1cT&GdP!o0&MBa!vas$IktxvpoHPW%%^wlOl> zgn}n~s*KqZ@yk@1+TN>(CgGKy;#z)`{^ULT9QCd9wVz8zASbNNYSKUapy_F6*95Hd z^*+o)`=NC}Q9%RA@+9tkjeESk6RFq}!A%WK5X;Oa0K!INH!0~M9T|MK6kpjSO}OqY z0}1}x1WBTMw@FKbjTu~Syf^&&W_D&G2)->ebk8SA%FV7B1Iev0n&B7jF!Doz0zBE~Q_3(H7)X!JZdqy0)Om^=@iNPQ=N|GB2 z^NBkhA8#{!q)EW%b(EWjQ7jOQybwGatPdH9KN1vvENaPZ&k1nk|0G}t#*~?t%^RN8 z^r6d?5hJj%%jVqlW5M+2`mQhiMW?Y$33#|xZl$sbTW|yKcAj&5r%PW{!8XP5eaG=i z37o%RD1MYdx`3>`CE}k|8+TtQnr!i_-WPTmkVtXEo(=kg#wCPTa{kBNd08tmnzB|h zP}KXyPSqnd1t$gKaA zbE3`%G+Gj41cd zeq=f7wQt3pw!hSGcHkeK!Cm0yfNlfWwh%HpWM4~NxqX8|^gW#i-_dQZ?YmB~(>v6m z)yHpp_h`$*BK&A1GqIj@>8GSg#wf&%D)4z6(Ddfb_lQCtew$$$)JLDdFg-ZJrcDhN z=-==2=dT{Y*s*}B8`i9=q#q>It5q2#9ST0!j@Qq{QhbP*Jn%>1S6d{f zVdD%GGE2IuN~J;CWW`D8GM5CwpOeMYg+FHYDupw~q=~;urjBTvk-`+>!1CjD!Pxf^ zhI}2JM3a*V#X0uKx#lPZpEx`Qk?E!$e-?i^ngF)?io5R7Z#h35NSibZ1JZiWPw6x{y(Jb+=qyj+~%-W*+Y3 zn*wB{hS5SBihQhKanF0!FS4W5U*Q)Tj7G}b8uXEhJ$8{>Vy?}NM!ENp2uO%P6~i5r z%waIMaz}WIa~>H9kP(UPy1!o5F}HJc$N=My{FJo1;>ZD;saWbe7q2kbMmv|t1+ypY z+oEhkk8{f1e7uJ)TbR+(Ti)<9To*-ZmjqJO&5r~OP0G0L9CyVzB_G~1d_*34Zi?Q& z_qD(uhlbxZ*E@8MUER4*2H0pJnWSbfNjb5ywR?BumV)PZW`!LF>!KVV!|F%L&Afe$ zjohQ40z0!ER=g&WEqT! 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