Canny Heat in Suite
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34
src/suite.py
34
src/suite.py
@ -92,7 +92,32 @@ class MainApp:
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self.axs[column, row].plot(hist, label=lab)
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self.axs[column, row].plot(hist, label=lab)
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self.axs[column, row].grid()
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self.axs[column, row].grid()
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self.axs[column, row].legend()
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self.axs[column, row].legend()
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def drawCannyHM(self, img, column, row):
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self.axs[column, row].clear()
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canny_max = 500
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canny_step = 20
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results = [[] for x in range((int)(canny_max / canny_step))]
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for th1 in range(0, canny_max, canny_step):
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for th2 in range(0, canny_max, canny_step):
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# Canny Edge Detection
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edges = cv2.Canny(image=img, threshold1=th1, threshold2=th2)
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w_res = cv2.countNonZero(edges)
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y_ind = (int)(th1 / canny_step)
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x_ind = (int)(th2 / canny_step)
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results[y_ind].append(w_res)
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# print(f"Result at thres {th1}, {th2}; \tIndex {y_ind}, {x_ind} \t= {w_res}")
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# print(results[y_ind])
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self.axs[column, row].imshow(results)
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self.axs[column, row].xaxis.set_major_formatter(lambda x, pos: str(x*canny_step))
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self.axs[column, row].yaxis.set_major_formatter(lambda x, pos: str(x*canny_step))
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def update(self, event=None):
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def update(self, event=None):
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path = self.img_path.get()
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path = self.img_path.get()
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print(path)
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print(path)
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@ -111,10 +136,7 @@ class MainApp:
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# Get all user vars
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# Get all user vars
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ct1 = self.canny_thr1.get()
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ct1 = self.canny_thr1.get()
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ct2 = self.canny_thr2.get()
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ct2 = self.canny_thr2.get()
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print(f"canny 1: {ct1}, canny2: {ct2}")
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br = self.blur_rate.get()
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br = self.blur_rate.get()
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sxy = self.sobel_select.get()
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sxy = self.sobel_select.get()
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size = self.img_size.get()
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size = self.img_size.get()
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@ -181,7 +203,9 @@ class MainApp:
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output.append(img_hsv[:, :, 2]) # V
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output.append(img_hsv[:, :, 2]) # V
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if img_hsv is not None:
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if img_hsv is not None:
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self.drawHist(img_hsv, ('H', 'S', 'V'), 0, 1)
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self.drawHist(img_hsv, ('H', 'S', 'V'), 0, 1)
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self.drawCannyHM(img, 1, 1)
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plt.show(block=False)
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plt.show(block=False)
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# Draw all output images
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# Draw all output images
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