From 33898dd36918c1be1653f889645804e0d1394b40 Mon Sep 17 00:00:00 2001
From: Keisuke Ogaki <keisuke_ogaki@dwango.co.jp>
Date: Fri, 8 Apr 2016 21:10:37 +0900
Subject: [PATCH 1/2] :lipstick: :fire: remove .pyc

---
 .gitignore                                       |   6 ++++++
 neural_art/__init__.pyc                          | Bin 205 -> 0 bytes
 neural_art/image_converters/__init__.pyc         | Bin 227 -> 0 bytes
 neural_art/image_converters/image_converter.pyc  | Bin 7390 -> 0 bytes
 .../multi_reference_image_converter.pyc          | Bin 7540 -> 0 bytes
 neural_art/models/__init__.pyc                   | Bin 157 -> 0 bytes
 neural_art/models/vgg.pyc                        | Bin 3610 -> 0 bytes
 neural_art/utility.pyc                           | Bin 3239 -> 0 bytes
 neural_art/utility_old.pyc                       | Bin 8823 -> 0 bytes
 9 files changed, 6 insertions(+)
 create mode 100644 .gitignore
 delete mode 100644 neural_art/__init__.pyc
 delete mode 100644 neural_art/image_converters/__init__.pyc
 delete mode 100644 neural_art/image_converters/image_converter.pyc
 delete mode 100644 neural_art/image_converters/multi_reference_image_converter.pyc
 delete mode 100644 neural_art/models/__init__.pyc
 delete mode 100644 neural_art/models/vgg.pyc
 delete mode 100644 neural_art/utility.pyc
 delete mode 100644 neural_art/utility_old.pyc

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..13471e2
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,6 @@
+*.caffemodel
+.idea/
+*.png
+*.jpg
+*.dump
+*.pyc
\ No newline at end of file
diff --git a/neural_art/__init__.pyc b/neural_art/__init__.pyc
deleted file mode 100644
index a72403622762403ea3551a13847bf20becf70bf3..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 205
zcmZSn%*%E1-LbG_1}I<x(hfjetN|oafQXSHhk+pq&SqqYVuXn^F+?$e6a;I4bY=br
z0zVCAAhU!WNR*aj=46&smaqZYx%nxnImIOcAZ59U>8bI_`FUljMJ1_4V0#!qmO+SO
zSs*JZGf!VnPd_iUv?wtrKC!4oKR!M)FS8^*Uaz3CgafF;254ewPO2RvkX_6IBzPEk
F7y%IpEdBrh

diff --git a/neural_art/image_converters/__init__.pyc b/neural_art/image_converters/__init__.pyc
deleted file mode 100644
index 3d6634a44e2a2a1e3c864b191dd218671c52fdea..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 227
zcmZSn%*(Y#=1f>J0~9a;X$K%KmH-kdK*Y$9!@v*%WibL-Obo#q%s|P^|3IL@2xOIj
z2rWMiklqr0kW_ABdTM-feqLE>Q3(*q1I2Pnb4oJfi&E24i&FEFQ{&OpXaJQkAc$f;
zAU7#9PhU?@KQFbkC^08Kv8Y5JO;fRce0*kJW=VX!UO{CE2T+SmZhlH>PO2TqMa3ZZ
Ha4`Y^?<zQM

diff --git a/neural_art/image_converters/image_converter.pyc b/neural_art/image_converters/image_converter.pyc
deleted file mode 100644
index 2dc6720401944a439c8bb1e020ffeed70b31b22f..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 7390
zcmc&(-Etg974F{Eu6}LFmLf~BldOM8HdJC)974bqQXw%Wfn)>iA`YgU$!Mpwn$_;i
zYNl6~VD|?5f}6Yq55Of?Tme-SZvl5)P{jog0N;0dW_O)npkh(Tn%0?~{yFFLIo~;_
zUH$v1r9T9J`lzjnpDO;orL@X_4I;v?Rz0QqTHV!3^Sz>a6?L~F-#}Mq=(!oXHbd8E
z=y`Q_zMQ+D?k<${qPn}NqN=h>YFDdhPCZoWfl@!dyR4#`vdhw2pY*P%Xuj-SnDm|^
zd$*g5U_Jf^ewrGTJB?<L#fb}che_MTY0`3M(f4+k+xPlm$G(#$hc<IIn`mL4pQ!~4
z0uO|z?BE5zptZ79?)4C&&5>;~3?0>k2EXV5vrtZ*j6xPlEsRp+Md^XOOF}FubGx~M
zorLL_Ot;AaAD+iM<m8VaMssSUQ~;tTgjS=v5EV6&6WL!-+1tv^scubmu{Bt&K#iKS
z=2f!DVV)j=L!~%ARc=9b7gcwO%s;@I7`!Zls|7uh6WOn+>^HLbit3(H=)~aeX{@g_
zw?yx%Oju*vU6$W7@)<ir<y?4;+um;0AWh4$4SR#Vumb`=Yi~Kqd)Vp3d~L3yk>hKp
ziL*Gs`!??EIq7ot$PF`FcCBJ)h*QLI27@&1#YqP|VUskmj*4vWg>iyYUILvCT-=X;
zYO`F%d^-yJjz%--mr;owW??S~GbalSUEGV^vCzFVjDjQ)0s3iVd$LY@7=<#kV_gv0
z!?<llo?&i_?}KAk!9GU=SH~Zh2A#oB7D<Nv!Euv(%E;XIc4aEQn`QJG%4aB$q0$Ve
zH}Uu;e+|@5oLswl_1cu{YcY*GfbP6?=b!Jm3U(GSGYH}&c0oWB%rBr(dQtwZ=<}6D
zy`r}&i<K3<saN%SCH@PJs7+4zP-|kI&x7EpqlE>*7}3JSU~Xuu>Kq&-f=5@X<=LOY
zgnoDw#PGY2PAQs;?9Q+g<byB~H*jkhl@1-W6hv`m+b+$Hn^d9W{6aM78nX<w*Ax|<
z;{d9yw41o!5lKZ(zL4+9&L^Tsu`#de1{TlBq|z~j_Rf3;1W!%0^*8vq*H%|6m_)a#
zy6|oIsyNkno{pWh$}uy}JepTsKnXk(#DaQI)fk-o%hhBlEI3|}b;QG=75M206UC*;
z!zs{u3<t%h)8fMO{5oEeS!=3$Mva!(qmQ;Uy%;B1Q|Hie^Ilz#mrMTF6^?8Ke5|Xl
zb2Lc6)F$9>zoN1?_)dC`bRqHvSMENgx|^zdjzEEV-7V#|RrhJtJukKcY`VZ@@#%r+
zM^jo%dq$AOFEEBo5Jf~BAvOq37Loy}@ab7KqM&MgT3(;y>u8Znjs>*34K+HgHaPU6
z8m+30b7R05q`&010k~Z*xD7yH7`|PRZwJ3qcP0W+i(gUQ=ckg9aa}~ER{U3lrFa8&
zAZ{PI<AD`t7IQaG<AXq7PE+~W`060(G+zK|CR4&J3y%$5)zAgJCHFhmrC(qr3zI1A
zd(2AW-8AdVUin^#y)JPg!9+k5AMb}*6!gMlfT1B6h@X5EW^uUF^Q_5i0P21&oBbfn
z!oG#q3NZPlts8nsJHqBbKZ2|exjmO3$~58cI(?7v?T)}4;4<_uXPw7AK)4`e>XCU6
zx;^>OO%cDT6N(c$SrPc1cCs+a1q*^QAoS8a7vYF}j2d~sE{~gp2a#|mZ0}QaS)HrM
z>cat8vWBQrB6NE&Y|?iPLB%}F<~cSO*zml}c{GAHUhx8^q5(l0e=Y@DNf7fr%t}gl
z^6D2c2Bmg`B)u=Hilsdgeu{xSeackI>?R$>iXs(9oCLI)XRzI6Jo!s#lzvv%^;gke
zshrho`W*gUz}qFggqU%@vZ~MOEzqm_jBYcUGhPuK1^C7w9GnM8fmVPIF#^E?93y7|
z646Ji>d5c_V8cGkK<CYSZ>ll;x>^k7e92pYN89+$Re=fs9juKmW;*;*Q5&yg!GqV;
z9n8JmBun}GXqFnqPdn_jhdrEoqtIR>ig$NyW|OvU>{xf-+N6<YaVJi~UgP=3AWPde
z&yitFmJqk{y5>=cBbgUTP5hSDnww4ZiD&L2g>bK47x(c#L&kbG@sVCa9D`JuvgVSq
z_HCF1`N1&EY!uimOEbx&ylvj%es6OFTASEM=>cM%Vmz?U$R3@DS=_)b-@=nqWHon1
zZ^H=Y^}248`|^=v7l)E!0w?uz$x4fp*vHU`8gGd8H@ubKfTC>_x1Eg|hhcAM8|iMt
zhV4E7eL9I4I+^o+oV%YCx!%<h#_ml9=Y+mi>Kbu>(6fD@gN<6gOrW;EbJVuT4bwz&
zjHy~rL|@;;2JhnWsX<M&w19Uyh-m50AUaBoE9&UCv}ZW}jQRhHenI1|s%<!ek2q|7
zu#+5t-{=eF#Ha8wu8AMfxu%&uTm!EgW0VhYGx0;V@SeIP@)9dC;s!<lOp(|l-W5Y1
z9fWF)K@^^f`A8KcdC&*jfOtO-8H0E@D-o^#KgTY37#_vB1Xrmm%*)WW`GAc$B_l(A
zkU8^xc1eU}7yLgICl!aCiMtGO%<~bAviL|g05C-66;79s&9gNvG~)1?l>jU-9u5XJ
z@ev0e+74Y)#!7^t7fbZWhdYOo@aE=+?4y~8XP6)HmGPqtc?A!&;K{5eUY@u*U;!4O
zOer_owIPeH54jObXjQAj>zDLP2mzP$3nk=JaeTz8FM;ro54@-SR@7GUXM^Smqb4ph
zD`*Kid-N2=30M#NGg&=hW%m`>D*jwI@8Qph2uj3!1Xn*{2W4QqYc*L+6tz-<>?a81
zh=Ksc->`>QDL&+gZiT(vnr)0X7uhg)8bYO^|C>+QL};dL3-#qoI77{mznmsf*XK7@
zs%M{GTwa`CTy+dTkKS>7Aokiuzx*&V%T3315VpMO;QbCz8aD{|1&v>nak%5~_Z>C4
zwy5#ig7b5Fkw9!qO6CSiX2w!qb~c(x7$4dx;!3smqKxkjbJsvhhtYjtf1Ia@^iMBB
z#CLkvkqu@2_5%08LutjfehH!gN*0&QC|Gz3$FM3e4WMH+fQuPinbeW5*LWG?>n)rY
zE=f>MO;8r45&(FTTHufgiN0Ern-&yL0I{3*wiGKSKi?M;T76Pc2ab~i)EHP4#HzpT
zppsf<3+>~Jc?ps9@q9QyZoS9BVnsYcbD52#7PM4zg$*&v(0FFj4W`KE4jQSPOSct#
zK+ZBv49c{kNp(t`lN6zxfHeK_?Dn`k*(gU#LTm1!M@(6oC$MKqP4V*uG)lh$2fXET
z3QEUE&OV3TdtBjpNeIIk^Z5NMBb;QD2&b=UoE4yVa?m&LUDQM#3`I3vkrMUyGvN`d
z_)yA}vs{maub=%lzT@!y2%I^4k!~X3!rq(@nMiBTsP0)t+Z)A)k`2BmpOrjRg@<>w
zTbCZ$2a_~Vr>JZHE1sy44c63OU~3}AtR9{s53uA-R<cOU;5y*_b)+B%HxR+s#d##K
zLo$u8x0^hGmaiijO{IS81M<F$7k~Z|$9Q<t6xe)^uM%2cCPl<BG^81$rrCO<W`Glr
zH2b6&pUuZ?Cc#ypRw_)1u!a%I7&OA(G;tHIeEcNeK2V-m*bqohux`$}P$2+rqwd+%
zuj21Is5QMg_aW}iPJ?QB&H%B>?4l813xX(Z7tzCeJA;JRA_z}Cfh+A{4MM$KC)DQ<
z9O{xdJQ@-v!GJ1~U~mn@=YxSj=p-0C#09@V>qEp0i3FUSzlG-Uk>Gypn7wBm+bFQ3
zQDhVipXz)L{N)y$hBN_uSn0_EzTh+pNqWcZ4Vk2|h<@J3J(7S1v?F-?u=k%3UGTXJ
zhE2}q--G$59P&6s2bMtW;=;So*i6dU=iJ9e7ux64qMpE*D8Mi9h%tFwZZi*?!&Aj0
zsQe8O)EQd2_X3je)gucC6alCfP{boT3!tHV5olo!$kkesv&`OZ1f|4`j?)Cn0P2((
zupul=b3}6sum0w^DB8;vW-tmv)D!4}Zu%LQklGinUe{H<Qu(5rn+&5QJN#exHw_C8
zSon9fuD5DUW`RX^x;vErA_)kLK1-0eU6#lGPLC3lJ@P*oXJ<Ml|09ySGc(;~`jC70
z7J&X5zDsqJ?sQSNNLuRC7;-taK%u_8>Lm+*!{^;^GWE^5`x^e2;*o!q&5t)P{u9Ny
B<X8Xz

diff --git a/neural_art/image_converters/multi_reference_image_converter.pyc b/neural_art/image_converters/multi_reference_image_converter.pyc
deleted file mode 100644
index aa1486a4d49756a166aa6feb02681cc5bb259db7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 7540
zcmcgxTXP&o74F%UR=X?NvURbn#0e7!uy$-YQYtc0xk4_EB??d_qg0#-JHu#aR+`Q3
z&hB)twE_vMup#D|;!*{_fEQkQ<OlErc;t~ss(1&!@AS-SC5M6s8EL1d=S*KtpUZbn
z_Z0teuKFYYuOHP__E*IHEnNDSC_?-k)lzDESa(M1g^_x3q&_xMA6MJs`8XxDUCQed
zYP+1*D{8xv*Q;u~s=|VbDyliD8jcE!>akLfl=@_Qirj3~#=u$pFZ^wqE2w_A-!icm
zHKH`?)T3{;gWc%er1LOJO_UCoHGzij;L`U|L|708#+on{eyBStDstM#;BhRQlZ>N2
zuA-8>Evd&?*@Oxw$Pw8uO9i}Fq*7JhR&5d!2zRlATD^>73fDPY@8Z&bMq%)C)FGBt
zP|X5oKSWtjhv1>84l(JNI>hYb>JS1esly2fpycc-_VJ5q@Kbf@s5=ji)KQtF=9p@Z
zD^pU<3DpFptR6Z19aZElL|Ij4QZ=X4VTE)KiC*VWcaExRu&55J81AAvnpB5qcV0E8
z)%r&7SLz<y6;<<sbhyZNc4()!uI@pETQ!Py)6i~qyM0r^J?Wab9sd9t7{^mP38R)d
zk6JzHn5bj?{V3kuGeR=a!1U87CrzVO0M$W<em6;4ac8$S1DXt^``sw@@T3f->icmg
zHok8zkdlqlhysqMO##F~SNa8M8XTA^2%V^(1}#5GjUm^46Srb>AUwzI-4$u*aV5fA
zBT4szH1u1+L6mCgQQr&V4%Wr_KMK+~*l9&xi5+N^VPFEw>0Z!{pbjji+l@M*nMKt%
ziGPaC8ZAS*>ZsK)@{}zE{AiCB<Z&g!l*c(diquX?OUnmDb3+r$pY58-LB>71NwtQG
zl0v_S+D_cLxwLfiSTZ+bdXNuYSr^hb+jKBL%{|ON)nKW6;87l&UQ-v!x#d)xbIyy-
z%P6OvI#)p6$%FX7k5Pf`92L}Ho1Oq|Sv#|~b?3pm>Ii-SpHS+vvP$pL+~FLHwiRo0
z=-j))Hc!90W#8R{WZ@R<Bc6e_a1J}gR*kaVtkGOW0h>w3YHW}Oo!v<6xfOLhHt@JA
z?;;CYkw?LMG)sXZ?-FXF_B1eYBD#k3v`PDQ6NP?el4hRGPMRq!IE)6*LL+7lvr&ns
z*|-e4rlBdP<Xmy4oXdq53i01y^f82O@rvsk;?<iF6h(-iD2iwRbP{}lEHeNa5i^{l
z3EUA$6WP#_py9AF=p~glgb1h+FhT==N_A=q1`Ome)AII0rl`@!dE1mD0*O#gu@Q+g
zY7i($o)`+Wn^Vns))#@MkBUGx*i)6*MO;O{88*QqDMhvLQu7k<HS75ldA?C37XC@y
zGYiUG<^Y84MS*9Fr7+Y90dHV0z#FRscw=~hZ5t9c#b;v*KECjESOV>D4WN7si}YbS
zlE4}tXm&~809E}kPNTX>(gX4Gb};Z`gg4q-N02RycKW-%?gkwh5;hzrZ2`#Ia~NgB
zZmD~Z+Vu#@9<9=%3$b^^(goFMEjgN>2Cox%V@;n9-s!iy2jWujDDAz-QN@YA%$m#M
z1s3!lkGLqVru%J=kZj?d>}3Gt%gQ9Gilcciv(;Bwe2oP}sXTg+h%V>VyGja&p)g~?
zd<FroF{k8yNkzoZ!Uw&Z7@4cqT&n^e-hj`|7i!M@)K{FhEiO{bW4Htte}M|^6Qzyc
z1=<Oru&C0OyaGiW5P-v$rQA(M9_Q(4*3e;<@Q5)Q>=8^7&N5C6Y!qP89Xpq8f}!Ay
zwiS9Dw?cKR26RA(r?Og!)<Z+si4Y<q30tG|nt-Ih9ar{Y+K)U@{&hTgH&_g<LUg2i
z{U8NWMroR))-YVOs!=vp>9k=n>`t;j1XNm^SckQ$*VzTvSqC>^akyqK^bJg+$&x~J
zE8%|$SJ9~yE*5y7Dx9~vrTx+LMYrFBogwd|(uTSPj7XS+lAsc*4Y}QY1|(4Mc;~?;
zH92^1lyoasrHlmSE+WXm5bVg%7oX924n~8wAYkm<y*uh&Zy6~Yv|F?WfT(My=fov7
z_{Qig*Eli25r%kTcsrd8k15A6@b3YPqa#f)oFfsnO90{)5F>#6SzN%7$Z27&$e%F+
zl4mppP!@_7q7f{RSCb{1i%zN|<oy-3emDiA1*)!dp;OFWK|#Cq4cslr>c2qRRX6)<
z!_%3Dx-}D|2<h$(_p@ca%-f1yabIzlmX@x%pSmm6VV4_k9#>b~Yi`!@np=~euSn0U
z=sNoR-$p`P^t)Qq%b%{edRebrclC;1X89?|_ASS}vGO6wyb1j}yA2tNnMP?A8*A}D
zvHg(^hM?!$QBUqWxU)fPM{?Tw!vO%%?{zhye#;!RB3FP~uesh5NHqxoLud5pppwZT
zcTe;&PRrn7V#IkR5l)cSVr-f1gZFLHo3tKALKrk`ypbvB1U5zDWLBU<7iKU*z{tHz
zOH|yDav<e_lnwFyR<a+Z{!Y?ILQO;pqMmn~V-mr;Ql{RQP=6LE;9bMO-^Qg0WvV*u
z%saFAf5Vvs2+TS)l$Vh3P9ycL;GHDBjP49M<W~RD0>BeElmNibmHOOKpNs1QnSUnv
z@aIFKY)46yJ>g?i#?&q%6&__%x(e?B72dOoPTVM$IR-psb=Oe~YzI#oSF7RVsdiJN
z?GP4#5bGQC*`j)a+{R%Uo>L3+00okfMUQ1~ND;7sf75S~_?#DiM$(4(g2V^YUQpph
z70!@V_<T4E7UonqkJ}{`E~r&(Wsk(?5pn<x6iAhueIml;{E@EhFu5EyfWHeatdWW^
zc#>fWdYB*ZX3+yXUfITC>k3AQGmC1K3Ey*a17SXV9?Uq(39kTD%0!nJ)OyBFJ{!=b
z40NH7=r)R>JKja^?qYkFCSB|UP2}2Lt#<eK;`*LD1Rn+rcPBFYQPj!s#BT%<cd0J2
zG<PINce9jaI7gk9O^2odG5l(pHq^rmK~!}l+JZrWZRQLRipb>=cjoN9Y4<2JTJIJM
z<|5)gK*Soy7Jtr|mq;p98+YHsdrqm&Zm%feRMLe;zf)%dOR;KZ3aWt3BAI63=Os%X
z0|kbUl@11spjbYXcIQEp`^P6pSr9XqMqjv+{Xpjs62jFaH45pVI(G|=d)INQ0TOH%
z8yeWWeU04$EgkM4`4y(XZw{B!o0YJMscZw=0kM%C&_J>&#^__-Y>dWmh;R~&vq>17
zWs)x(qxT0)B#E312?qzCQpG(xXc6QWX(3ju#SoIx6qWwr5uPPH?61lDW>8;~!x@X?
zOhi2H3I(hitt2ou)q0CG4uNE@9T=N+y-#8p1x87B;-KTbL<*Jjv0?uHg*#b4=p<$j
zhcvIDg=CH1UDTePEpbntbLi*xl!B<abKw?u7Ae^*Qt#!$OSr!dw4Ss!M$_jdHpU`D
zQH#XlO<Up#n{}?5*U$^O<A-$tH8DM!isBbx3c1g5V2P%3R#0PSZv%y`iFELEmR?2w
z!O>I?j-NS`GhPzcweHM0y^m2?ns7wg89Fv?h%ET=PdKo6v@>0nlmLkdpUpuxIw8(2
zwiJ63Nm8CbaPe?>=Ve4Pkt*f62@v4l-@j=sOLh~Cur`%BmN6U2D$j6jWsG^d6|{H4
z;LTs7t~rUoD6Nij^BUR{lOAguPh>4m+r<sEIBgg7l{04CyN@w{gX@@K_=_0AkZW=-
zdZ30N`<z)kjj||@EY41>!rgB<B*z^x^uLQyASw=VsEl*m|Ccy_moq#xNHOujtNCdT
z&fIWJY_y<iJ2HDoD4@Iboh{_b6X?!!3ZBhT;$f`2afph%!O;#+b|l%C{xQ;vj*<Q$
z-A9Po&YL^npn>MH2hR>a<WT58X8dxBc{1a-Sv|ei9vjJAx*p?P_f@h*+t1S(Zxs&$
zWyeQK!nXvJ*H*+AJ*M??#w2G`vH-tj^uv*39A*~Y2Q2Qf_=H8k;`=D<$yfFjA;i(M
z#u2on_8udihx8}IF+%dG7;|>!X(*>ms!_g2$@eb4NQfq&DJ3;FU6>i4zff6t#i`<d
zp*-#^I5UL}>;_(RE)^DW)H>x%;D5Tn{lTWlLS*avouD1zLk7=Hd>`LS`Yk+qSMVsh
zxEr)|BxmgQ97S}%!zFKx1$QPMgPvf=adCEn@G!W1#gdcblJopzr8>V*nW<c<5$WXA
zQ1ZI$`^XYL+<d0RD051^kFO)lJ##`XSA1EaP3Gi0h-+&^vLofjQKY?;ck-As+S9y~
qUn{(~`GWJj6X;VP17#J*;*r|f$w*Xr+bWM|=1Mc!qS8<O7yb=<$2+9}

diff --git a/neural_art/models/__init__.pyc b/neural_art/models/__init__.pyc
deleted file mode 100644
index 82c1af3783ef196714fcdac10be66bfe2ba109d8..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 157
zcmZSn%*&Pg`dC;p0~9a;X$K%K<^vKbK*Y$9!@v-d!o(1)!3-42{0{^gj6hZih|uzb
zut8E~>FF9kiUC0ss{px4nR)tpdir^(rA3K3@rgwx`nmZjsX4{^@$s2?nI-Y@dIgmw
U96*IOK=IO?R6CHl#X!se06!!kyZ`_I

diff --git a/neural_art/models/vgg.pyc b/neural_art/models/vgg.pyc
deleted file mode 100644
index 2d0c091b9b87cbe4129d8c683f23882e210c3b2a..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 3610
zcmb_e-E!Mh5MIeYiPN-%0;Sx*1uZohn#6YChEC|TOba)@P-fbpGmJ)&WJku4UFkR^
zGwxOTEIbb{z&kL*1Hkv~k!{sxApNnWqdj}h+1<0d=i5{H>*~fQzy0wfl;T&x_r5ri
z2OuImjtoUk9C_x5!@es+SDv{#2D(zBt4dcSu1U|4s46c-E<}EMR+p$I(V9f{ISU<E
z4x8)HlKhQd(*b3!p&4gMYW&_L4NWpiyM`7$dHi^8VGaEUwD15#EHsREsj0BGU!~-z
zLjBN+Zj3Gz!%~<AdQDzpJ5})t^$;To)%Qt>?0r`dTQlO%gM#z>K}hv=yfo_}&6t2N
zA_GSTt_&(Nb>za4sfb^dsjEayrr?89muXe9=W=$y?w~4zHG1g#pSR@&Ce>uHE`tW0
z4iVVKFRtYGxfu-k8}j@<pQovA_pn)o=B{BIj?z<gV}gz}ub?q&<R1q~8fT^fdgjsG
za0_A3>&50OsE4E;74FutlTj28l?sOA<3KeW#U?O}R(PBYqbyF9n+7Mb61^miG*aUr
zYSKN*&EsKDW2)Lz>^LyT9_4tn$!wrWM?O|XN!nMP!{9v5n&68z`DdVxl5}@xXE%)}
zSupg2%<QVLeD}29-x;5)VZNWFiSglMk(`Mn&P}I*f8DtODrCUu7>;Y;?jYs}P<EaE
zekt;zA}M_D7BmB-VKo|71gqd6P#PbE2+s@f5ud8k7_zJCvb<`IF|<p#3YmaabzOxa
zyJ~%9Rbz#-Ayec`$pA`QS83}itud2!Wo7N=3g@a!8!OVF0-J(`5WB$>bl9Zxx*-n<
zUnbBYbN@DodF~g4W;%?5Q+W_!sp}L15|{HeKqgC~SToq8Y>!!NuA>P~<1FaM{&+MR
zA|?EGq^Xp}!->TR8gTXo`EhR;oE$~L!TVUB<CS-_9q$8(THXlL?<6=YZNmGA(`dVQ
zgB0G&=ePGUW>b&a-K2Dn$J?H9oc)&HUbs<Jm4;e#y6v}1^n%~<J9B=gG^gV)=Ioc|
z?3d>3`z^&APp#tK%zJ2-!l>elkm6*BoVWCIW<Td`+q0kZj_ujc`TpxUO97`h%6<*9
z$X77QX;4nn1Yoe~Hr(yXroIpGeNbsKp9>5jqWQk!lJ5g#CPQ{P;ZZQmV~;87eT8OW
zlv0<0DQ|Xma%Owo*={Igc7N=K=<AP)w77i>BECd%V`bBN9HZjBU1g(Dd>I}E$Q=;#
z)BV4dEdnNJf_IzD%~C#cQyx#fChY?K?WxhcVT4Kp=)K12U`)30=G0+Pe--UVaQ=Uw
z{d}K<;tEUi9OQ}cmRVc4qu^*k2iVyMHGEkPu)R`ZmP!DYunJhoKz<N<g(x_Hajg!8
z<h7LvK<TpNSBnBGf|ZOauq1htz`n2<C1y4O_W`>KH;xN;#=rKeqFKGb{R$`j!f^@<
z|D|d$@NZT%s2^2>>DW!QKoI`4ek@_F_aO$}9$j0IqUaj(kj@V3WsBTvn0xb`nA@3|
zoAU<6>)-y})?RyGk;-Ja^)<JsXkJ^@L$+uzDqPXh$zd3d+jFYmVRXT>LOHKv=V7#<
z!24#t_G<<CJ}-(UQ##5<<I%);yU@5)B)rdQ-Yqn?9PD|w$@qfJ9X3Q&?@Km3+6%P3
z6wnf&sk99G&Zo|{vsb)7I12jST`C~XSzzayH%9k8ET+K)y5Ff;qu0SI>Pc^6CK>99
z2bPVE;ccY2rSB|m=&biE+#P#oC&-PC261S#o_JKdaF0@#@sZZMd$z(IFyA$kwwz7<
H-?;S;YHe+f

diff --git a/neural_art/utility.pyc b/neural_art/utility.pyc
deleted file mode 100644
index 96dfec5a6dcfacebf83a99a81f9696549a27c8e9..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 3239
zcmb7GZEq7t5S~51Bo0YPffPbPq*W`qg&GJdq7<R3P(mc+wwDU3sFi!UJKN{jXZLPR
zVjwCKpnl|ERPE>fo__5g=nrV0XZGSC^+T079?$O1?#({)%*>VkUYPsi*FPVIQv7-N
z{T$!?HAIAeBYlyrscvM;9L#&N<sIlH*(x3AW!b8z?n%EYgBjVH5fhc<B@UXEsH{p&
zqKYbW5>-_>Cee&4^AgRfvLI1Sl|}loS)YSX$v^mO)(uo!f!G)XojByMRDAE?H{XP?
zB0VF|L|z!#H)1_`W~5i*5XbF!l6|E%Wr?Osp6o;Sq*tLaEDZ+OoC?RAbv~q-5G701
zU;m<B<uATs%Mim+oa#~^znsXEC$UbX@veG23UV9kL3S4F$)M9}Cw*swft@KPv(9!M
zs;J1%LEBE!%Z<k6G#+O`zZGQm^4KQ*#7-Kci6uDwVGy+vBEpmNc?dDb%`!d<re;F=
zO?T<K!W2URKs^ogN}+kO;sJ&I5`lPDk{yxkHm{H2DU6r*%N*@jBt4~y4zX|w2FsY{
zIk3ibMcN)wbin0j@VL2E{N2oAJI>OZs~SF?O0Xsg16ik=KC!cOHj4?NgPGUTn+}4#
z77*^(uG$Q<q|@3xRJ)2a5XU50LalpLG~I)NXJ-jV<cknee#gw4MN{*tkRiRLpL9#{
z{0j=W1w4TP?oHZZ2tEN!<x}=4c>;RDSvNy7PtxDH1w<q-e-yBwH!D443DT;}JHIf7
zW{=dYqGrGR$L!dF*%dXbs@ZP`W=O0V^$O=4XOgYox0+*c!8m^+Jjj#RXBmC^xma)@
z!pS8uk0Oz8zC)Nd>m*k*Ct08FH=^-iq$Gdb>EstM_i%l^weeu{p?{}!^?IuxOyVqW
zgh9I<4~9|P*BGY5)+mUg1W~ME3%0h>A!b~*Bx!ycvuTn#MyIiT<AD4m){^vb&`+XO
zJ#sY-2600Pl#@Wa7nM=<<It5D?O`?uEUEyKG}qJ|1qFTLy(G7}T8)x$2g%5&GMjvw
zJ8!31r*`_xTwTRom1OsVe(rXDn~hyQH#eGk6dqtzAy9RtHm|IQ&~F7G48m@#KJlSx
z3g(EkkHT6;Lu){qo`<SMg9YG(IpfV6QkUOluVUuB6K2H`n8koOq68j6d9!XJ-uQpz
z>ikqOoN1S21<a<ktErxx0pCID9xAHR79}36ac7{)zrqf1m^)A;Jn3jgY}V;^Goc^J
za|&MnupDT`*YtO(3<M`yB!fK2vS6a&Kuw*DVx4XS0efvtA+=eM=A$9P!W*i&R$gBV
z38@hUHfZJJZCHjjj$Dv1cNEweN>qt8J^u;@IqQ~~+vdH)8o{6|!~qo4h?m0Z;BtPY
zfT*Mpu^IzG^ib4Jz*m*iL{006D;dBJDGS&+S=N+>UXdPZipHYAG$e!gC8BJJ`TG!j
zCi)*L>k^gCqVAL>Tje7;K4^5XM#qJ4aPTN)<&ogw&BJ~&x{hB>O))OIY~`A;F5=Iz
zu3YdxhUR|=;R-_>S`_#vv44?MjN~{;?G4v-34S{p4qR~gEWbf<4MG!FBaAu|M?Pb7
z)WGVwYY6Wr*qoC$g7W{7dDn%Ok)CGH&lmtb1Q7iX(5|=$7i08Q#PM*Q*?_QVb3hca
zfaoH$?4)d)Xu+ubZW;Lk3$Ow+RV*3TAPQ@cLHlk6ful3cH&A6-X^LnrY}bjG0--?W
z-JnRDup1<4oGIe%aT?lWnC6;L=!0s-tD=Gq#(jU4hcH0?B?y<CB*#R{YuHti?5gZ)
zN=;g8k!1(9@g6#V+`>UwvUikV%wcyYw#Cj{7!@x#ONO5d=F(xZO(W9eCe5_HYX$T#
zMDG6Zfqbv8dVI-24r#Pd%p9ITo*nV0lky1pFm2uI_mQSWX5@Ur)BT%I_jBI6=4v`8
z6B`d)D+xw;7mWP3F{v2zhDqw|$f7LRZAD3F{d-(zly>5Y#sp1m93K^#QHGRg^=<z6
zE{-aAT1AaNZ?pyaY^MHMigOg2U2j1v;@+6X-2V)->d@C44>ZSoLhsYqr(6D2iW?MP
uQape-bXT?ie_fr$rd#NL<9>Xb2<p4xJi3$nEP1ur+CuGQtx}t*&HfAJBVpM9

diff --git a/neural_art/utility_old.pyc b/neural_art/utility_old.pyc
deleted file mode 100644
index bd6a2e10c352dfb64fa0ede299948a04d690b0ce..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 8823
zcmd5>U2_}N89pn?vZdIu<Jbu%Frxw?BIJwkm4-Bdgpy=n99X9bF=4hF?OI+(T8Z6N
zEQ8%nn=<WmhPJom7j)=Nd)Z#~s>5IC^rpA%ZGQlLp69G2he;p?E-Gn{-t+yQ_xn9t
z{O?rt&;S1WwT8(*CH%jNC;bPC06)jHjJZmvU|Nn@cGL>EV3rGli>6gH?UGq887Ch%
zW|qq)D4AavvpjBsF#!`MC<~~V0F9^usG46C&2rTQyVSMI1d{?LO)w>3$^^SjxZA8v
zn-%Om&BnXN+*qD5!Hh=iF~J@IvnH4ou-6281<aXXPQbhg<^}BIIhN}CaJuLVeCiIM
zjK$$a3y%T5-1eJcgRKQTWjq(~q`yM3Y0R21*mBG!5VAkf>SId}V*sp_Oru~Hu-U2N
znS5MP<We{3^uTeYhZwh1C!UKD3KR8N5Zj38+GCUeH9FmmI-4>U{S!K8zYf@_NNa#@
zMe*@t$BxHgFY#NRpJc~-S=5TM4X@J*j&(P(DGW+`x3a`<WL`V;<8d}rQ5a{^sq6b4
z(dy-gq}6ELSJTRl`#M^=q8bag$bzKXDUl{H#}5M0XE)&c(TD4jYm%i!08L{cMg8YT
zLiPIl2hGib*}|_#@miC3trg5BenoS)VD37``CzZP4#`^65Hwu81YugL6ZyrIJAAZt
z`lGFs5>csh*Nlx(7Pixj!t8guVH^lt=_GAG%Q$GQ6UBBk50m)oUJx}hm)y>{^zCp%
z>)i2My>O@Wp}2IDD9*fAmfo31E#)r8DLV_!<4*I_-}CdAa}fthmK(%r5>Exsn|RVc
zp`gAQnxw5UvpGikkT|kV)G|;6N?0PTHcRFcr?^!n@@r_p0mo>H7ILU;7FI;gt#Pwi
zHfv>?m8}UerDFQ8nGEf+S^Gia*WW*GwyI`x+^kJ#AS_kcZ0_RJ&8oRwFlRO^X05^|
zv1r3wN5fK`<Xe=f$#wy3blP3$Q5>de#-qkw8aCTuoTZ{|8a3O#Rcdmt&LO}9hrb=s
zCS@c@KEuzVPAtx)Eij5Kj(cq=ETIp>q?0eX>UTpiu<iH7^M2yT%}`SBk_mM#su5AU
z=}x2K&al|SW^%z#nyEX>8l@)*o7|XeY5VDI@0Oq1^|8D5W@{>26KMjB2NvF`#Lz^i
zT^J%S?RCSX8}-AMr=<_DXATAJ&!NJTD9eTYC}*5Kg$C(HaV6px@T6x^Kx{H22U4IL
z0H<$Q`wd|LyP$878we9i3rmt9H!$S6W{H1p*vKy6^qpSPz`FWy$Mbm7BPc?+Jjp1w
zp@Vefc3}FoF?=LslwD)SU6QuJO;|TWwk>g)&rwkKt+Yc%jRP1s16faAha#*^0_#NJ
zX+|TY59}_O{hWc5U^r08>(B)(f(~eqlmeoEQ<FSMJlY}jn&ZJgTcB!i_~8#ExhaM6
zCN+La<!+VJEZ1g;ErS7j#6>Gb{V26w3g<I*Ntdiq0-5h?NGn{)B#2q3D^W_K=4vJ(
zy4A_DPFtfW1nz#UAq|oYu17((Dh8>#8fqRXYJ0fPw#GO77G##PzY_I5?MiWG#qLOz
zV~u!F2MKS(z*~tj>sU+ZOvBcSdl<k@MVttDUKB&dy`x;n3iSc!35fDcq2fH^RPa6Q
zNT?}hLmBxsDx|dJ!s&0Q;+W1c0fhlj8~`PgeoQwo{Ee7sg~1AdWw*7KGKda0kyya)
z5r&0BS*2cFy!62o91*!p+!pIJa2dT{V>N8RFm!rx;3pgI2{gISu{g=%c^1b}h_StH
z;Af%xG#d}GAQjzbP-s>6MM8LX5VE*0VEAb~xfiZFhd{*Yh>S(_N!30CFd`!%$D{|@
zRHDW>=2XEenAi>~n)FrM1ub^W%LT7A=o&NWd$tR4uV$48UE?ObW4oYNnl-^Lk&UXq
zD4nQN{@j;Yh*~0tNG5WKZlaEe_wA^23cI|9C#6X@pi9NfZhMBpMx_yz&I3<NB^&^*
zE;+!E87-tuqAqJ>?6498V2-y2rmT3FCTcu4Vhmi+EwB9up|7679Y5K&<6sxgoDe>L
z9Q0Pc9X=Kp8p^La0r7d<$ti#xEj|b?EOAZ^x~ks=GDAdwm1y-PauS)(w(V$<K~MtX
z>=JQ4AM{R|Sdus-|JReABL>WRAaQbfA)3lrOq|XZaspx3T-vF1dB#F}QD<Tyy_Z$L
zn)E^|`!uE23P|E9>~aceukAj|zL6=R$CW+#=C*=5cL`4_BjZdXjyUF=awZG2L+HzG
zXPi29Lk`6AV!s`Fp4^1zwL3wtg{u1!F{2%FsczEjkrfk^*3j{F*_Zny2Jw^%m&;CN
zsxn>~SMn$8*}1ibh{Re?u4+xF>;uUyx1=>h;{;<zSUeO08I8nB6bBwBdkxrh20!FO
zN+K9%-wTu0va(7CbpcPh2P~$<7<048EGJKC)N=6>WW&Z;2-KlAD@8?N@;i_w*hc&y
z`9lB$77)-6>m#7Z$!D+=qW)3qV1WnELu8lFyKh?l!2OWgW1hXzKn}u#KtaZcKM+I-
zW5!0cYyn1U0spD4C5g>qM9wHxj{xM^4mE-gU4o46Qvi4@7!}0axb1Mv66*zXyJV6Y
z0oL>2)UNae=2-r6DWHMaeW&~`VN#<NbzAsPiH&jU6DV!O#fG@+GB{TTa0f!sNum!!
zNu!@;8%Q=N1U=+>r(B^?L3JhRwEZOUH$(!Z*h0_K;5c0OR)^5Kt}CLp`x++h6n!aX
z$3wyqVs`H0W}OMdQm6E-6u##)ct~Q&e~GKY5fL0LB-_MJ(0qX`g*$^VqAZ$y%m!^}
zOEy}2mQDgZ9<{xLCtk#zN!(N}?h+UGO%zhT)V~u-aotDR&VWy;U8k2J(@yN6Gc^Hw
zuhH%8^z2nE$z5=I<cc4##se}<5(XE*)&?8+A#2X#N%x=tt+r<^NKM$S)P$!bsYE7P
zBIenk3v?POmCZAdCQ$t#^GYsALXm7B@R(&%E_Ail*9FDZS`uc;%&N67eb7<+L9Ku0
z=yNAeoMUmi-aq@?^DmvlbGrY`EB8#WB0{0m0UJHUlDkj~TOpI`^(YN3D;PyusUsTL
zW2dxLM$k#t{Uo@96^4;z*(n!i9lOaZ+~f?4AE6lSAn2j2t@{op_V7sa%J;FWTj+$^
z!>*F_mJg#kTrep=?1ve{MG{2IdT}OxlHxgDec+M_f{s2gO+WAuN_e;6<VH)Q=OFZR
z;OM-)aT#2uQ9i5<BSEG8xFL+wTQU~n26*9HtHHr<NV1bK)qMn20~b&2Ud#PHK$nuJ
z0V}PJpFMxlI#|xzkYY4eWiHlLu4=nxr@88Fh}{CQToUd0c9S}TdllR)aQ078lQJ7-
zVE8`f9Cf4y_c*urFwAD?cX4MVf}=V|Qd?^Q06(aNWA=_nEw_-9x<Hzd)VfguSGJRw
zBwZAB-D?1Ca=?VfeV4@z7Vo1FY1RXGnGHiax<t>~*_-S*%#k$0xS;XuE#L%d8@f#i
z1NX<MxIT)J#6Fa;X0#k5+U3jr5{*_nij&AK9&-*l4W5T;NhP|#{wq*fYds*VG#3(5
zNE+l6RgjG_<Q0tp6(zImlE{LBOf59hK?Rc;gKIJ@(LxTD%t8S&iyJ_=XI#_KZQgLG
z0%K+l^?6?WVe5&3kH!MXanU$o?9CuC8AKBI0AosNuoco_;A+j^-9aFMi@}fChg%ak
zf87THMPh}w8ZwjE0sA0@wnyilj(G$t&2J&U9;~xH02*$OOGW-1r6^cI`i&bHQG=BD
zmky;BamYCwcK-k2h&b`!h`2_*-w|<*%AY;i@VxgqB9w(8l}?<qtB5#=!ey04*@AoV
zybX$EsVIT=h0kt4HZCav>fk0^!&~@gL&{i&qY;xRBIzQi2}kzHPZh?<0>PMZG*wHs
zuiHsO_jS~yfmTiFI_<>>b&igGC2ED%`_pgryV{l(O!<UNS<<|v4G>v1z4Z~e>R#sR
zmsmW_;t-0RYAr3E0tBy-bh^JoO&6C2sn0yVQ%<FD01?A(T+N5h0sNnIrVC~K4{8Ya
zi8;?hib<jW0{{w5&*N;<;8%0sLk+fFdbvRkD%gkoJE*{^<yo|pNmulMq`}A@FckVz
zk_P{Q5`yX+>T*fYVBGQJRe;TTAsEv3p$0>z*;|pWjhpza^aEqCObN>rvCK{ufW!@a
zAgSOsQH%slH})>;?ivdUpNjzAxQwSIMsAxB&TB@pVk2zEh54N(Zzba<?ldXYlp2VH
z3j!OL(ZMz`NKpMI5@2PQaq?$aA?4O)z<+Sv^8cv#j{8TRl)R>5h~EqZ?=j%;XW%h@
zU_Tftdk2Gd%0f%JEnU=`N*gPQFsoR_-9Vw6aJS3qIt!xXeuJZltbfJi{O!^-ggU?X
zBl;9sq5n?+zz!_R{SSg!d2Yr@65!-C{Wts!w9mHCR_lmMR+?{@P2w_WxvLl;zD_@Y
z<=DQ)%YnT890fUV|2Z9T-hPMybKd?b`JT5=^UV@cWV~U*+E5US0bZDcu)lp=z7m+>
z?j6`D%2=B+a6ZoUz?gU5MeC9RhQ*Y!^U>C^0B?n?NkdLnMBANaQ~%M)J2GC)PNxZR
zLqvWWy-|!ed{I!tRYusV@pj`_ZKKnxHT<~NOT$_{j^ZOVtZ}4<1&-8)v!BsTrXtt%
zXX~=FGK~}-yo@3Px;{jjp;U;M0eI&{up2dQw?cIz_6uAJh0t5Pyr}<c7cc7n^2uvL
z_ae}JD_jiiYfG$T0UdJ&lP_Jqc<F~rSG~90D_5^vxbl{LsYz6HB%Vm?G<@7s3nO9}
z$BHdicB)JyGV%7}_-_EyCs5Fq&O)0?(4%|4g)yg!i>1e$y53*#_`)f5e*)0`844Zs
z?aOaj(=pHH^DO8{Y(^={avS#?3nrNE+bCo!8moR3hlza28@;%}mxRhH+*=&C!h#8m
z)XrL=-=I1=wV;QK|0Xc;jJ@$XOMOnCLQ&O;XK;bWo2p8AcBXQ=GFd4tR4WseO6AeY
HOr`uk9`*v;


From 7c916832956338b0d5ff6072ab602e59a0e5d7bf Mon Sep 17 00:00:00 2001
From: Keisuke Ogaki <keisuke_ogaki@dwango.co.jp>
Date: Mon, 11 Apr 2016 12:17:15 +0900
Subject: [PATCH 2/2] :lipstick: add args.modelpath

---
 README.md                                             |  9 +++++++++
 bin/convert_image_multi.py                            |  3 ++-
 .../multi_reference_image_converter.py                |  1 -
 neural_art/utility.py                                 | 11 +++++++----
 requirements.txt                                      |  3 +++
 5 files changed, 21 insertions(+), 6 deletions(-)

diff --git a/README.md b/README.md
index 73bd9a2..50a9fc0 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,13 @@ neural_style_synthesizer
 INSTALL
 ---------------
 
+The model files of neural networks are not contained in this repository.
+You can get them from [nin_imagenet.caffemodel](https://gist.github.com/mavenlin/d802a5849de39225bcc6) and [VGG_ILSVRC_16_layers.caffemodel](https://gist.github.com/ksimonyan/211839e770f7b538e2d8#file-readme-md).
+
+Dependent libraries are installed with the following script.
+
 ```
+pip install numpy
 pip install -r requirements.txt
 ```
 
@@ -19,6 +25,7 @@ with CPU
 
 ```
 python bin/convert_image_multi.py \
+  --modelpath=./VGG_ILSVRC_16_layers.caffemodel \
   --iteration=100 \
   --gpu=-1 \
   --xsplit=1 --ysplit=1 --resize=300 \
@@ -31,6 +38,7 @@ with GPU
 
 ```
 python bin/convert_image_multi.py \
+  --modelpath=./VGG_ILSVRC_16_layers.caffemodel \
   --iteration=100 \
   --gpu=0 \
   --xsplit=1 --ysplit=1 --resize=300 \
@@ -46,6 +54,7 @@ Split style image to 2x2
 
 ```
 python bin/convert_image_multi.py \
+  --modelpath=./VGG_ILSVRC_16_layers.caffemodel \
   --iteration=100 \
   --gpu=0 \
   --xsplit=2 --ysplit=2 --resize=300 \
diff --git a/bin/convert_image_multi.py b/bin/convert_image_multi.py
index 7dd2864..d35df35 100644
--- a/bin/convert_image_multi.py
+++ b/bin/convert_image_multi.py
@@ -22,6 +22,7 @@
 parser.add_argument("--debug_span", type=int, default=100)
 parser.add_argument("--average_pooling", action="store_true")
 parser.add_argument("--model", default="vgg")
+parser.add_argument("--modelpath")
 parser.add_argument("--random_init", action="store_true")
 parser.add_argument("--init_image", default=None)
 args = parser.parse_args()
@@ -44,7 +45,7 @@
 init_img = neural_art.utility.load_image(args.init_image)
 init_img = neural_art.utility.resize_img(init_img, args.resize)
 
-model = neural_art.utility.load_nn(args.model)
+model = neural_art.utility.load_nn(args.model, modelpath=args.modelpath)
 converter = neural_art.image_converters.MultiReferenceImageConverter(texture_imgs, gpu=args.gpu, content_weight=args.content_weight, texture_weight=1, model=model, average_pooling=args.average_pooling)
 
 if args.debug:
diff --git a/neural_art/image_converters/multi_reference_image_converter.py b/neural_art/image_converters/multi_reference_image_converter.py
index 809bdad..81a5c18 100644
--- a/neural_art/image_converters/multi_reference_image_converter.py
+++ b/neural_art/image_converters/multi_reference_image_converter.py
@@ -5,7 +5,6 @@
 import chainer.functions
 import neural_art
 import numpy
-import scipy.optimize
 import image_converter
 import openopt
 
diff --git a/neural_art/utility.py b/neural_art/utility.py
index b562a64..6a14cc7 100644
--- a/neural_art/utility.py
+++ b/neural_art/utility.py
@@ -29,17 +29,20 @@ def resize_img(img, max_length):
         new_h = max_length*orig_h/orig_w
     return img.resize((new_w,new_h))
 
-def load_nn(modelname):
+def load_nn(modelname, modelpath = None):
     cachepath = "{}.dump".format(modelname)
     if os.path.exists(cachepath):
         nn = pickle.load(open(cachepath))
     else:
         if modelname == 'vgg':
-            nn = neural_art.models.VGG("VGG_ILSVRC_16_layers.caffemodel", no_padding=False)
+            if modelpath is None: modelpath = "VGG_ILSVRC_16_layers.caffemodel"
+            nn = neural_art.models.VGG(modelpath, no_padding=False)
         elif modelname == 'vgg_nopad':
-            nn = neural_art.models.VGG("VGG_ILSVRC_16_layers.caffemodel", no_padding=True)
+            if modelpath is None: modelpath = "VGG_ILSVRC_16_layers.caffemodel"
+            nn = neural_art.models.VGG(modelpath, no_padding=True)
         elif modelname == 'nin':
-            nn = neural_art.models.NIN("nin_imagenet.caffemodel")
+            if modelpath is None: modelpath = "nin_imagenet.caffemodel"
+            nn = neural_art.models.NIN(modelpath)
         else:
             print 'invalid model name.'
             exit(1)
diff --git a/requirements.txt b/requirements.txt
index 2af8018..ed4310d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,5 @@
+numpy
 openopt
 cvxopt
+chainer
+pillow