From 61b28d40229ff9083bd266b6250b966bc7ae828b Mon Sep 17 00:00:00 2001 From: invigorzz313 Date: Wed, 2 Aug 2023 22:37:06 +0530 Subject: [PATCH] border extraction --- Border Extraction/Border_extraction.py | 32 +++++++++++++++++++++++++ Border Extraction/Output.png | Bin 0 -> 41883 bytes Border Extraction/ReadMe.md | 22 +++++++++++++++++ Border Extraction/sample.png | Bin 0 -> 94004 bytes 4 files changed, 54 insertions(+) create mode 100644 Border Extraction/Border_extraction.py create mode 100644 Border Extraction/Output.png create mode 100644 Border Extraction/ReadMe.md create mode 100644 Border Extraction/sample.png diff --git a/Border Extraction/Border_extraction.py b/Border Extraction/Border_extraction.py new file mode 100644 index 0000000000..3bd6ca68ef --- /dev/null +++ b/Border Extraction/Border_extraction.py @@ -0,0 +1,32 @@ +import cv2 +import numpy as np +import tkinter as tk +from tkinter.filedialog import * + +window = tk.Tk() +window.title("Border extraction") +window.geometry('300x100') +label = tk.Label(window, text="Choose an image").grid(row=0, column=0) + +photo = askopenfilename() +img = cv2.imread(photo) +n,l,m = img.shape +size = (n,l) +gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) + +threshold_value = 20 # this value needs to be adjusted for every image +ret, thresh = cv2.threshold(gray, threshold_value, 255, 0) + +kernel = np.ones((5,5),np.uint8) +# dilation and erosion are applied to binary images +dilated = cv2.dilate(thresh, kernel, iterations=1) +eroded = cv2.erode(thresh, kernel, iterations=1) + +bordered = dilated - eroded +bordered = cv2.resize(bordered, size) +cv2.imshow("Border/outline", bordered) +cv2.imwrite("Output.png", bordered) +cv2.waitKey(0) +cv2.destroyAllWindows() + +window.mainloop() \ No newline at end of file diff --git a/Border Extraction/Output.png b/Border Extraction/Output.png new file mode 100644 index 0000000000000000000000000000000000000000..2136cc5d2dbdcf95f047eca1dfd133e965bb8bd4 GIT binary patch literal 41883 zcmeFZi(8Xt);?-yrsIK82n3lT6$$02NNq*2A`~#8iX6j10pV9_Yn!4pwpFYY+Ik=f zMWsxk0)mKgNE8Mf5G%s|oR<-Q{i^=Hfl&)1mv8w#JGN?Lw;B~;-)p@AwR`@7eO>#S z4u<48ti!$Twbt`KK_43(F@2izv`LdDO<(ca^7u)Ue)nhk{}jA2>D^w^5PlH9;gveYv@63(`77*O{9|3CgeWrL4ve)hWD z-t0bbS9$uYtbvPrH$0qnHDldC*C$y6*LFU4xjm+2!^1;Ad)@aLS6vEx7!wPc&NM3n?`TH+J0km zO>sa?@rIN8vIdI6ynYPx8rVGRa(l%N)ka4QPVH^~=bVKv%^Z!{g(cgg+czZsu+Cfl z+_e2!1B%P-nA!5P*K;;SSp)W$+a2k*jF)JWXInR@Yf5Tvna4okG+O_h9X8yb)x4s;Oir>?da+LF#aaH|^lC{m*{1c>?91uV^lDQV z6nT5ywt&`Cr6kI5dYJngHN`g$_ugH}ueMEN8#pNjeq0m>X6v$}Y~}w$R`(h>_Qj1AY@R(ntW#Aff<*LuK&a+=n7^EG1TbGrv(ksKf!lAUj_wGV|^`oT2dbfcR)}hI|-Z?Hzf-r=*GUkA1?oK;UPg0tFx{NhF{ zkG$r6Kr14x;FA{ zGP19vQT)1-doT2EI~|%H8Q8lG(EYG?^K&)D_jYCs-`SBd{4tdFU3U^O-MyoF*l}m| za0bQ%^lpB(rX=5{`>bhd_t|d9X|wl+d8eu_tT@@;unG}T;5ATdQ#5a?GF|E2`ohB2 zWr3Gxr~I&P&D+Dz?ofOKU%8ju_;jagql5F-jWxvsJ5=pwJO=(ct!Qxm!rPr;?#B`J zdseoe0eZf=(EI+hqTE$KtlRcl>#~Cvde`qzocCII8(6yW%-Op+z{*vxebbaxk=`#k z=6z9fq4(~4>$bfJBgU@tm2aJ0)0^N;0X4fY%a(jQs(87k_x&l#y3^H!^JVszXTJu6 zeBQh2?cv*D#rs}VkfXJ|cVDEHm%ZfRe4_P2@2Z?Ve}GyMZUb+yzkwHgV8jP+|4#Cx zTkqW|jN1$>a-r98r|K=@Af|)g?!EDFrwYWd7BU*rqTXKTDgPG@F1|5v_U^ariSC^W zbxrS=JLu;SFLYzu*}F&iRWbJQ-sH%t*fU=Yt!U3i_)aV8oXe7Y61&cG;q9giy$IEZ z!L1*c5&VX$!`xr4DLw<9np!lXCbzeK>~Og&f?mDkNbd$=%Br{5`7->wc4iF$y>jO@ za>IY_P|d~+&xNgk4@j`<)2uB{wDsT|IjlV!4C*OA5z1@+vm$E?2j-wRe@31#3^JQs zz8TqmavGql3RXZ+L(p#W%Kc9`I!=0BzR47Ozk#F}cH05p6z`$o(d{RTZ%9mYeo7I9 z=}IMGZUdTN`ORLf|70a@uc;wpZ<$6zg6A^v+ze~qHidTVQhCEk_viDFGJdOl>E0V3 z@DdlNDuLEpb})jni;1pve^h%3dC4ndE~#4B1UrnY{J@&g37 zm%%@ay-^_NsB!fiz$OrN4@b=!hw%`gsF`y)_yw}gR=5C|!Xm)iCCNJO>mGi>lKzH+ zyPJc1k3S8+ywPjmTQ-gfq!I?^BrQx5G*ZuQu3%`aBwMeWM@lqF8GEB*z>m#fno5Wo zV}B(}EWdc~24o5Eg_~BeD6YJzhh)*0F3)6ADdYGZ;n+?~B8^**7H?R=Df=Cs2Dm_v z!&1R8?ea`ULgn-jk*R`z zzZ=u~NXjAWXq^&(=&S^VklwppL_x#P!3d|bfrhOr#`E3zm#;`3Gr?n)(6_?e&x3P7 z%YR!pi{rftsbTI8Rn?jwXz!xlMRvq)LEW*#$HLrW{4v(~@@Ql`at++q>?XhedF*h2 z6k{3d9x}JxekBa#p-hk9B_4&g&!<^i7t|EnPEn?V<*;x->+>9ZPKbgiBqOq^*Fbjb zBdOp64}E>1w@|8Rs@FY4plmyxefxi(4*kc@?VYVZS9E$UY<)Cm){f{aPI+IH;r}0A zb=vyjRj;kc^5MwjAv?!P@OH8F?fdl?dcP@2c5>b~rMoxMX7U=R8CWd)C7JV9?d|Wv z+|^g-_|IL~ilolsyhZUDO z%%B;@VN?Pe?G2rOiXE=SyY@3SRb1$O_lsotD<{@?-+n2q7|hveh#h{bro`!mW~9so zHNA7E6y+wpJ?ywc;R@$0xvdFvcXcvQv5-8aDClJD@b?fxm5x$*UMI1`KG5jOxABic zeHB$(bh^G1<-%%96p+525ZHY-!Ta_Rp!?^F&v&ZQ3pzi?$3GBQR7h7(ygDnUqp-kb3DupZR#`fGoKRIgTL5V)zn zP@HEvz^)g1OE~JdhWgjpV_fX!@mpTt_GwCf?H%6V$xBtRXJjQzhIf$-N1m!g4 zd|&xKo5}b0uxM+}zCUe0477_E`-~+=+2JccaUgcxd>26T_U;S4>Mzz)O}@XA6VQCJ z3=%w%2EDeKycITq`2^DIe3xNp0Di4^kMaBfr5`5l zvr#rdUPr@!Qk7Bs?iA(!un4Pv7(UU9QWIwR$Bymza1SEQ(Qt$)Ni{pe8_Um|N^)1} zgHVK^`v3jaIq%o>zF|WH{vpvI@}!Ltui>Qg;Z;f!aZ?54kW<+W2HF6e*YtirjrK&P z_qQ;wn6RpF`0|5ICwbT^VBzgyG>fqFf}IMie+<_#Bl*@K9=4q=Xx>4? 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+## Setup Instructions +### Install python3 +sudo apt-get install python3 +### Install pip (package installer for python) +sudo apt-get install python3-pip +### Install Numpy library with pip +pip3 install numpy +### Install OpenCV library with pip +pip3 install opencv-python +### Install tkinter library +sudo apt-get install python3-tk + +## Details/Output +User should select an image and the script returns an output image of borders of the objects in it. +The input image is converted into binary format and then we use morphological transformation of dilation minus erosion. +**Note** The threshold value while converting an image into binary format needs to be adjusted for every image. + +## Author +Github: invigorzz313 \ No newline at end of file diff --git a/Border Extraction/sample.png b/Border Extraction/sample.png new file mode 100644 index 0000000000000000000000000000000000000000..10226fbb0d0f0f0ba98f291d7fb60a0b6aa8ae13 GIT binary patch literal 94004 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