From 5afde9c299301a03aa017754b94db3259bcbd9f4 Mon Sep 17 00:00:00 2001 From: Dhruv Mohan Date: Tue, 28 Mar 2017 22:05:59 +0530 Subject: [PATCH] Fixed probs=0 bug in NMS --- .../cy_yolo2_findboxes.o | Bin 1808512 -> 1826616 bytes cython_utils/cy_yolo2_findboxes.c | 199 ++++++++++-------- cython_utils/cy_yolo2_findboxes.pyx | 1 + cython_utils/cy_yolo2_findboxes.so | Bin 746392 -> 755464 bytes labels.txt | 18 +- 5 files changed, 130 insertions(+), 88 deletions(-) diff --git a/cython_utils/build/temp.linux-x86_64-2.7/cy_yolo2_findboxes.o b/cython_utils/build/temp.linux-x86_64-2.7/cy_yolo2_findboxes.o index 44574c124a8f6b2896c7408451dde01e0b4c7718..e62c4b0c03f3fdb9aece3c199fc74aa64ea55434 100644 GIT binary patch literal 1826616 zcmdpfeSlok-TzLql?`d{B3K%%cGRZcvTcwNYA2aZ?l8*|Atgw=q(NxP3`-5rW#hc$wel^F8O>duLy?&+qr&&(kM6 z_ug~Q`JV6hd%o}I+(pf)DZ?U>D)V2Y>RVO8mAPA0)&9bl{fj2~)l~J>s`@J1omy*W zt0Mfn!aA^O`ZU}5*v`IFXXpED_i(mMkF>MRXyII1)3>}Xy}))Sw{Kfshf!>2$~fE2 zcAyb{PDo#ki^aIezFv*%ru3C)IuE}Z@YlATUEIlYoheaV%)-q&{GHJ=r5^41HlP>| zD9)&{vtN&-Z97)7opWo_=h)emb&XwTpR;1Nbzq{ZN)OyKWt_a%Gi3t*X0GFqJyV+G z!ojZw{wiI+#C8|f*iJfHg9+A@TLCVAtIjjOva^Rq(xcJ5hRywBIlfZmPMw?YS~wEDx7%*jiY1L*#A5K=*_tgzuG+oyJ?p>@w#QX= zdpSMBZtJzP*KDYbEZkzdr*CMronE_p`w6zwZ8xs7$9CuY7S3txva^e7BX;4;x`lg` z8fE@=b~!L~_4df3uV%X&~u1qG>Y5Uz_h+wEE%67-|Kc+-_&PcD3En zJ$Cm_bpC?<&G9|9v(+Bk8+yrh*4d5S7__mg^q`Cqz#l&|enxzH{B-a|_8rji06YKk z!b=PBa?-*7o_C&Vc2+hw_Bn~@D7!ETC`&|Z?ZOoKQCHe;Npt><^t7bAkDVPBNoH3^ zT81yEO2s}*ADaC%l78Jy;WhX4Xl=?VlQMP9&L*}h=F8=>Zkl->bZI#IocPT6Iq`Gj z=K;UqgQRQOE>P22w)5+4XZOr6lkN$&duC1fv~i`|0{CrrQ7tE&FQ-Rg{^d=Y4nimN zBmD2~MbZ#NJKtqHXV#|Cd5v8-RdrsQ9*O3P|9}OsQY+@ygONy~l{G6u{J{0|scN*p zbm}ewqYt;8bLv0}^k24};ps2h*&`!X?s|@jhwg%UdFY%|kEetcOYX=>`YiRZK|gHJ z4|kD=hvT(Yw%yC_X>L^$I5LtMVHh2Nh1QL}TY6H@-(3H!^4hxuh@Tyr58456kq>p` zY}>tlF;~9alAo3Q-qcaP+`9e@HYt38Ks8xQH`r~Xm)Mcs@}}8K^j*B9){k9KxL1uK zbF9R28Rvg}Uq)Louzz(w81MhD>$tNu4w=$^Ub1Zs*u49->e%U4%{3=A_BH3bGJBS$ zYWgmW73M_}vDFI>NjP0&w>sV3-hq)d>$XR>+HGt2nwzp}VoxsE5O=!J?3%wd_QjrT zvhG?P+4>>r;hq9+3htHOHhcpHoCsZ!KH83LvvR){jy|Opg1pv_txGp_EShPjcWvzI zSct#FC?9d#x`k4*gY4n2!-v6m_zx@F>9W5%Wk%|&Q)eV&U71eG9(U>tNZIkWdv2W_ zJFm{lKaW=nb{PU|KfNy9(|gn+nt1wZG6}!H!kw(Uc)(T)DMkHsEp3 zofSK8R_1lvJ+B7B&B}G~RrgX{Y)Svsb}_qhdZF!RsyNL@ZMOw8JE=DF$L7X2N_*Ln zqV103lV;m(!jnn0nTf@>pd|8L>6_x&m62rIO1n_qWOr{GZWl&F5_H?{vFJ0ilG5Xv zFIH6n9o{U=-8!%d`0%FVCm$`Wktb7lxwf=EkUxFb{~jRLX1?0kSN_j&Txu8#5-X5m zPAk+Y1QXVqEBxNL-gb||OI7716YxUmDYG6Z+mp^m)2Ah!=cxIerzq#ox83T4sX{5w zp?)C+Y`XwCZ5OCMd#2j#%XX@v%%`^ETFD^HS6TUI`JziL z0idgu96>k11^d7iBp{`Z^f(^FVDO}q0e7IWGaX&bpOtdk=GgAVurMy4WjmAS0I9Y! zZC+Z*$8%bsdPXF(headlIB7Y;&R$X#NgvGVq@s1_+us}|bF}g+36rm6z#>iPzZo+A zJ*fWDGrUd`l9aQVH~u7YP|S(aPs}=SM@N%A&75devZp%AzmUuP1M;jVOfYLsr$|kFGQKERt&T={Fwr;fx!W*``Ytr4l#Z7{Ud!(RU$*RIWwmX3w zxw6J1ObS0EQd&g2HKxDvj&fP|m2|pWoZghPzVw*rYty&@eh>3sVQM$E<#FS$yuen^ ztfgIcTlKYeq`QpyK3s$5ikGFIhpYQtb7_a459@bbTY0S~g!ymqXN|cD=F}7^?E?H+ zoo6N*yK?KT+>7WaWDSXx+yK-=y#rs3Sg&ezX?m3vTr%(HS_tJcy*Q=1#R znsQ|;R}GB13unYT33_x@J3D_I->JhZSas8Zw$+mpRXvlN zctd6yvZ*NIb9_*hT{r`)?xb;X5s*#REj>+(=TD`GbB|8BC)cH7YpvXP@Mp?-QjhKJ zgU-$SY8KuZ!oi8Es>P>AA(P4fEQRdqLH4O;&C{%x?CQ z-tMTPB28WEs?KEMT+H3@khuI0ezAb3~_5|B04h(#gZG1caNKF z- zD6m6w<67`JD4(Ce#+~yM?&VD>2a>tC`C}lOmUxeq`wQl4yO-BDu1`^F)0W@1jS_QL zJMx)5_62}i4=hdqlW+aBUq5%DAN|(k3Enz9UJ`!<%v$BGVpIAN@kh{qmG?j9dH}py zHjseF%u&77FCv3NVgzEWJj0m2o(`NB2OA3}N6ZXpS*P~x63 zL$^&(-56P{+MR)RmHJGFC$NT8$FV6j=|gR2n{@txbyk;kggm%D5nAy<)gUyIEkA7K zTFIE%W5IX5;2`+qSWNj<_?dFA@4z2uTr2kxe&qYCn-<`2VG6|Gs8u!i3A^=+3Qwl7 zTV0iM62n^I>eZxZx1z~DSRXBJbyv#CEnkAS=my4CFB}hj-mdN^mP34AzZlOjTIN~1 zM>PbGmQ~|L&l>y0ITpIg7MbHtZCXa|*=lvy=GSIw^6N7FC!E6~dWo(z69!#Xru zT(x+W4bwwW0}V5Y^QjVY0c(7_gEyS5fN~Z+lLMr`RNER{oa`i?Y)!dmwx43%U;QKk zA(_p<&ds%e*E@?qS1ywQqm~xa#kbx65Olz#sewMUpOz;=&mWP$Zqv(eys?>?L&(Qb0vY3>~N!)I4as>Uosb z1AK6X(D@Y1{My?=GNLbp&$vAVJ|zP3eOR$u(q{`6-6eO+>+918^>xtPsZV2#TwPz4 z-W>qdoPCZ^!_Y~YnlPVYThn79;$=?Y-u;z%el(1h8uS5f=c{HO7-)i>ZJ$t;-VD

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z{bzTzBS!s?Zb{hx=yM&$9QF3`qMd&vKYI1ngKf7O!shx-9`u>YNh z$B$xqJ2elc_pSdeE_1QxQQOhOpZEL+$7kl*8^Z&w`Nlu}IDd}m_>B$p&9yq7?#H@ocE<9+>&ws-EGqu7P(tp3L! wVZ7W>N9H~{K6$luTs?mDDhT!(etl!uko}KFX>%sp24_MX@1^@s6 diff --git a/cython_utils/cy_yolo2_findboxes.c b/cython_utils/cy_yolo2_findboxes.c index bb9f96d73..df367edbe 100644 --- a/cython_utils/cy_yolo2_findboxes.c +++ b/cython_utils/cy_yolo2_findboxes.c @@ -2905,7 +2905,7 @@ static PyObject *__pyx_pf_12cython_utils_18cy_yolo2_findboxes_box_constructor(CY Py_ssize_t __pyx_t_91; Py_ssize_t __pyx_t_92; Py_ssize_t __pyx_t_93; - Py_ssize_t __pyx_t_94; + int __pyx_t_94; Py_ssize_t __pyx_t_95; Py_ssize_t __pyx_t_96; Py_ssize_t __pyx_t_97; @@ -2929,8 +2929,9 @@ static PyObject *__pyx_pf_12cython_utils_18cy_yolo2_findboxes_box_constructor(CY Py_ssize_t __pyx_t_115; Py_ssize_t __pyx_t_116; Py_ssize_t __pyx_t_117; - __Pyx_memviewslice __pyx_t_118 = { 0, 0, { 0 }, { 0 }, { 0 } }; - int __pyx_t_119; + Py_ssize_t __pyx_t_118; + __Pyx_memviewslice __pyx_t_119 = { 0, 0, { 0 }, { 0 }, { 0 } }; + int __pyx_t_120; __Pyx_RefNannySetupContext("box_constructor", 0); __pyx_pybuffer_net_out_in.pybuffer.buf = NULL; __pyx_pybuffer_net_out_in.refcount = 0; @@ -3690,7 +3691,7 @@ __pyx_v_Bbox_pred = __pyx_t_14; * for box_loop1 in range(B): * if probs[row1, col1, box_loop1, class_loop] == 0: continue # <<<<<<<<<<<<<< * if box_iou_c(Bbox_Ptr + row*W*B*Box_param_dim + col*B*Box_param_dim + box_loop*Box_param_dim, Bbox_Ptr + row1*W*B*Box_param_dim + col1*B*Box_param_dim + box_loop1*Box_param_dim) >= 0.4: - * probs[row1, col1, box_loop1, class_loop] = 0 + * if (row == row1 and col == col1 and box_loop == box_loop1): continue */ __pyx_t_90 = __pyx_v_row1; __pyx_t_91 = __pyx_v_col1; @@ -3705,8 +3706,8 @@ __pyx_v_Bbox_pred = __pyx_t_14; * for box_loop1 in range(B): * if probs[row1, col1, box_loop1, class_loop] == 0: continue * if box_iou_c(Bbox_Ptr + row*W*B*Box_param_dim + col*B*Box_param_dim + box_loop*Box_param_dim, Bbox_Ptr + row1*W*B*Box_param_dim + col1*B*Box_param_dim + box_loop1*Box_param_dim) >= 0.4: # <<<<<<<<<<<<<< + * if (row == row1 and col == col1 and box_loop == box_loop1): continue * probs[row1, col1, box_loop1, class_loop] = 0 - * #append the survivor */ __pyx_t_75 = ((__pyx_f_12cython_utils_18cy_yolo2_findboxes_box_iou_c((((__pyx_v_Bbox_Ptr + (((__pyx_v_row * __pyx_v_W) * __pyx_v_B) * __pyx_v_Box_param_dim)) + ((__pyx_v_col * __pyx_v_B) * __pyx_v_Box_param_dim)) + (__pyx_v_box_loop * __pyx_v_Box_param_dim)), (((__pyx_v_Bbox_Ptr + (((__pyx_v_row1 * __pyx_v_W) * __pyx_v_B) * __pyx_v_Box_param_dim)) + ((__pyx_v_col1 * __pyx_v_B) * __pyx_v_Box_param_dim)) + (__pyx_v_box_loop1 * __pyx_v_Box_param_dim))) >= 0.4) != 0); if (__pyx_t_75) { @@ -3714,22 +3715,48 @@ __pyx_v_Bbox_pred = __pyx_t_14; /* "cython_utils/cy_yolo2_findboxes.pyx":146 * if probs[row1, col1, box_loop1, class_loop] == 0: continue * if box_iou_c(Bbox_Ptr + row*W*B*Box_param_dim + col*B*Box_param_dim + box_loop*Box_param_dim, Bbox_Ptr + row1*W*B*Box_param_dim + col1*B*Box_param_dim + box_loop1*Box_param_dim) >= 0.4: + * if (row == row1 and col == col1 and box_loop == box_loop1): continue # <<<<<<<<<<<<<< + * probs[row1, col1, box_loop1, class_loop] = 0 + * #append the survivor + */ + __pyx_t_94 = ((__pyx_v_row == __pyx_v_row1) != 0); + if (__pyx_t_94) { + } else { + __pyx_t_75 = __pyx_t_94; + goto __pyx_L32_bool_binop_done; + } + __pyx_t_94 = ((__pyx_v_col == __pyx_v_col1) != 0); + if (__pyx_t_94) { + } else { + __pyx_t_75 = __pyx_t_94; + goto __pyx_L32_bool_binop_done; + } + __pyx_t_94 = ((__pyx_v_box_loop == __pyx_v_box_loop1) != 0); + __pyx_t_75 = __pyx_t_94; + __pyx_L32_bool_binop_done:; + if (__pyx_t_75) { + goto __pyx_L27_continue; + } + + /* "cython_utils/cy_yolo2_findboxes.pyx":147 + * if box_iou_c(Bbox_Ptr + row*W*B*Box_param_dim + col*B*Box_param_dim + box_loop*Box_param_dim, Bbox_Ptr + row1*W*B*Box_param_dim + col1*B*Box_param_dim + box_loop1*Box_param_dim) >= 0.4: + * if (row == row1 and col == col1 and box_loop == box_loop1): 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"cython_utils/cy_yolo2_findboxes.pyx":159 + /* "cython_utils/cy_yolo2_findboxes.pyx":160 * boxes.append(bb) * * return boxes # <<<<<<<<<<<<<< @@ -4044,7 +4071,7 @@ __pyx_t_4 = __pyx_memoryview_fromslice(__pyx_t_118, 1, (PyObject *(*)(char *)) _ __Pyx_XDECREF(__pyx_t_12); __Pyx_XDECREF(__pyx_t_13); __PYX_XDEC_MEMVIEW(&__pyx_t_14, 1); - __PYX_XDEC_MEMVIEW(&__pyx_t_118, 1); + __PYX_XDEC_MEMVIEW(&__pyx_t_119, 1); { PyObject *__pyx_type, *__pyx_value, *__pyx_tb; __Pyx_PyThreadState_declare __Pyx_PyThreadState_assign diff --git a/cython_utils/cy_yolo2_findboxes.pyx b/cython_utils/cy_yolo2_findboxes.pyx index 9d95344b2..24d17ced1 100644 --- a/cython_utils/cy_yolo2_findboxes.pyx +++ b/cython_utils/cy_yolo2_findboxes.pyx @@ -143,6 +143,7 @@ def box_constructor(meta,np.ndarray[float,ndim=3] net_out_in): for box_loop1 in range(B): if probs[row1, col1, box_loop1, class_loop] == 0: continue if box_iou_c(Bbox_Ptr + row*W*B*Box_param_dim + col*B*Box_param_dim + box_loop*Box_param_dim, Bbox_Ptr + 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