From b56343b97b0b93a87bb80805ca65f75d8081a6b7 Mon Sep 17 00:00:00 2001 From: RohanTrix Date: Thu, 1 Oct 2020 15:31:17 +0530 Subject: [PATCH 1/4] Added Hough-Probablistic_Transform code inside opencv-image-processing --- .../Hough_probablistic_transform.py | 17 +++++++++++++++++ .../opencv-image-processing/images/roads.png | Bin 0 -> 453844 bytes 2 files changed, 17 insertions(+) create mode 100644 Python/opencv-image-processing/Hough_probablistic_transform.py create mode 100644 Python/opencv-image-processing/images/roads.png diff --git a/Python/opencv-image-processing/Hough_probablistic_transform.py b/Python/opencv-image-processing/Hough_probablistic_transform.py new file mode 100644 index 00000000..ea2be1ef --- /dev/null +++ b/Python/opencv-image-processing/Hough_probablistic_transform.py @@ -0,0 +1,17 @@ +import cv2 +import numpy as np + +img = cv2.imread('images/roads.png') +gray = cv2.cvtColor(img,cv2.COLOR_BGR2GRAY) +edges = cv2.Canny(img,50,150,apertureSize = 3) +cv2.imshow('Edges',edges) +lines = cv2.HoughLinesP(edges, 1 ,np.pi/180,100,minLineLength = 100, + maxLineGap = 10) + +for line in lines: + x1,y1,x2,y2 = line[0] + cv2.line(img,(x1,y1),(x2,y2),(0,255,0),2) + +cv2.imshow('image',img) +k = cv2.waitKey(0) +cv2.destroyAllWindows() \ No newline at end of file diff --git a/Python/opencv-image-processing/images/roads.png b/Python/opencv-image-processing/images/roads.png new file mode 100644 index 0000000000000000000000000000000000000000..8f033dd4b9cc848a594af4a04384af055599d083 GIT binary patch literal 453844 zcmYhiV{|4!vo#t!lZkCx6MJGlv2E*#IWZ@;ZQHhO+cxjK=bZ1ZcmJsFuAjZCt9S3J z4wIJ?M})(H0|5a+l#~!r1Ob6$2LS=Qf&u&I!S&zD2Lbs5A}J!I?6!8%3Ey_kT}3dG z{Zv}EflwQ=Abe)v{8prBmVPqrp@<^-2aH;pJtkhus@g=FER^Hc?Mv_b`Fo!o1c@?u zhf3tT;8f4=2%4YZynCn`coi0+1On*@BL_`{1ii?T0o-bY0wHB79lWQOze_Q^nF5UK zFQ@vzH@jVLfcrd-c4q6uf$eVWm;Q!a%V|La106{Kt@gB279Ub@RB zuz!xeL-X#5S4uEn)T}fpb$mx1Vq&b2iYLUO-%5Y(*GemIqGB1x1$Z6=j+&~#N;-x! 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zzQ?f_RBFeI0005bNkl@YzTAdpj$i9(QNnH~0PMewWqjO2Kmexg^2NXrMqXXJ@iO>)EC}%Y6ZP`mtvk zQi9X&_4L&B3LJOk8CqZxF)k773@%HT87;OUG?TU+xo9v~sfd{pt`G%=7toUiJkhq&Q*aelmSFrKf+i)-tXVD7@!%u9Rci5rexf5WY>dez4tf9#Qm zAJ!-r&z}~n2_d;9I{DO%ci+;s8M!pgBBiMa(-lCTMoTR(4G;<(qDHC=NBeGn z-OBB+i{E;wdH$)bXP?4_GrD;ptX~LQmrbM9qk3`49XRBdR|f}<$o}JQw67X03LOA7 z(-1&q5_Hfc^pk?|EU1E9$!=x|S$$EV$zQ~yTZG-}-L*KeGuyD|*mP976`dwDkYHaF zB@$%Rh(Fw^@6w|E~FW#T{a&vj!_>-*N*c!jk?Hv&I#+l{_=- dhAejW{{hFDo{897oZtWe002ovPDHLkV1iGO_fP-; literal 0 HcmV?d00001 From 5e70d8ddd80f2500787cfa8c8850590257579a57 Mon Sep 17 00:00:00 2001 From: RohanTrix <52482556+RohanTrix@users.noreply.github.com> Date: Fri, 2 Oct 2020 02:17:46 +0530 Subject: [PATCH 3/4] Added morphological transformations --- ...hological_transformations_opencv_python.py | 34 +++++++++++++++++++ 1 file changed, 34 insertions(+) create mode 100644 Python/opencv-image-processing/morphological_transformations_opencv_python.py diff --git a/Python/opencv-image-processing/morphological_transformations_opencv_python.py b/Python/opencv-image-processing/morphological_transformations_opencv_python.py new file mode 100644 index 00000000..002c7060 --- /dev/null +++ b/Python/opencv-image-processing/morphological_transformations_opencv_python.py @@ -0,0 +1,34 @@ +import cv2 +import numpy as np +from matplotlib import pyplot as plt + + +img = cv2.imread('images\smarties.png', cv2.IMREAD_GRAYSCALE) +_,mask = cv2.threshold(img,220,255,cv2.THRESH_BINARY_INV) + +kernel = np.ones((5,5),np.uint8) + +dilation = cv2.dilate(mask,kernel = kernel, iterations = 2) + +erosion = cv2.erode(mask,kernel,iterations= 1) + +opening = cv2.morphologyEx(mask, cv2.MORPH_OPEN, kernel) + +closing = cv2.morphologyEx(mask,cv2.MORPH_CLOSE,kernel) + +morphological_gradient = cv2.morphologyEx(mask,cv2.MORPH_GRADIENT,kernel) + +top_Hat = cv2.morphologyEx(mask,cv2.MORPH_TOPHAT,kernel) + + + +titles = ['image','mask','Dilation','erosion','opening','closing','morphological_gradient','top_Hat'] +images = [img,mask,dilation,erosion,opening,closing,morphological_gradient,top_Hat] + +for i in range(8): + plt.subplot(2,4,i+1) + plt.imshow(images[i],cmap='gray') + plt.title(titles[i]) + plt.xticks([]),plt.yticks([]) + +plt.show() From d35dc96c6ba83c72c50140f8309030023e36167c Mon Sep 17 00:00:00 2001 From: RohanTrix <52482556+RohanTrix@users.noreply.github.com> Date: Fri, 2 Oct 2020 02:19:34 +0530 Subject: [PATCH 4/4] Delete morphological_transformations_opencv_python.py --- ...hological_transformations_opencv_python.py | 34 ------------------- 1 file changed, 34 deletions(-) delete mode 100644 Python/opencv-image-processing/morphological_transformations_opencv_python.py diff --git a/Python/opencv-image-processing/morphological_transformations_opencv_python.py b/Python/opencv-image-processing/morphological_transformations_opencv_python.py deleted file mode 100644 index 002c7060..00000000 --- a/Python/opencv-image-processing/morphological_transformations_opencv_python.py +++ /dev/null @@ -1,34 +0,0 @@ -import cv2 -import numpy as np -from matplotlib import pyplot as plt - - -img = cv2.imread('images\smarties.png', cv2.IMREAD_GRAYSCALE) -_,mask = cv2.threshold(img,220,255,cv2.THRESH_BINARY_INV) - -kernel = np.ones((5,5),np.uint8) - -dilation = cv2.dilate(mask,kernel = kernel, iterations = 2) - -erosion = cv2.erode(mask,kernel,iterations= 1) - -opening = cv2.morphologyEx(mask, cv2.MORPH_OPEN, kernel) - -closing = cv2.morphologyEx(mask,cv2.MORPH_CLOSE,kernel) - -morphological_gradient = cv2.morphologyEx(mask,cv2.MORPH_GRADIENT,kernel) - -top_Hat = cv2.morphologyEx(mask,cv2.MORPH_TOPHAT,kernel) - - - -titles = ['image','mask','Dilation','erosion','opening','closing','morphological_gradient','top_Hat'] -images = [img,mask,dilation,erosion,opening,closing,morphological_gradient,top_Hat] - -for i in range(8): - plt.subplot(2,4,i+1) - plt.imshow(images[i],cmap='gray') - plt.title(titles[i]) - plt.xticks([]),plt.yticks([]) - -plt.show()