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Update doors_fasterrcnn.py
Browse files- doors_fasterrcnn.py +20 -59
doors_fasterrcnn.py
CHANGED
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@@ -100,21 +100,18 @@ def calculate_midpoint(p1, p2):
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xm = int((x1 + x2) / 2)
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ym = int((y1 + y2) / 2)
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return (xm, ym)
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width_pixels = []
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lines = []
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sanda = []
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line_midpoint = []
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#doubleD_bbox = []
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#doubleD_width = []
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singles = 0
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doubles = 0
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door_type = []
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for door_inf in doors_info:
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xmin, ymin, xmax, ymax = door_inf[0]
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#horz_bottom
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if door_inf[1] == 2
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#if door_inf[1] == 2:
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#for drawing
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point_st = (int(xmin), int(ymax) + 5)
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point_end = (int(xmax),int(ymax) + 5)
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@@ -128,16 +125,9 @@ def get_door_info(doors_info, doors_info_double):
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#for calculation
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width = distance((xmin,ymax), (xmax,ymax))
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width_pixels.append(width)
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if door_inf[1] == 2:
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singles +=1
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door_type.append(0)
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if door_inf[1] == 1:
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doubles +=1
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door_type.append(1)
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#horz_upper
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if door_inf[1] == 3
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#for drawing
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point_st = (int(xmin),int(ymin) -5)
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point_end = (int(xmax),int(ymin) - 5)
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@@ -150,15 +140,9 @@ def get_door_info(doors_info, doors_info_double):
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#for calculation
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width = distance((xmin,ymin), (xmax,ymin))
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width_pixels.append(width)
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if door_inf[1] == 7:
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doubles +=1
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door_type.append(1)
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#vert_right #double_right
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if door_inf[1] == 5 or door_inf[1] == 8:
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#for drawing
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point_st = (int(xmax) + 5,int(ymin))
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point_end = (int(xmax) + 5,int(ymax))
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@@ -171,15 +155,8 @@ def get_door_info(doors_info, doors_info_double):
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#for calculation
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width = distance((xmax,ymin), (xmax,ymax))
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width_pixels.append(width)
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door_type.append(0)
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if door_inf[1] == 8:
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doubles +=1
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door_type.append(1)
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#vert_left #double_left
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if door_inf[1] == 6 or door_inf[1] == 4:
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#for drawing
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point_st = (int(xmin) -5,int(ymin))
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point_end = (int(xmin) -5,int(ymax))
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@@ -192,29 +169,11 @@ def get_door_info(doors_info, doors_info_double):
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#for calculation
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width = distance((xmin,ymin), (xmin,ymax))
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width_pixels.append(width)
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if door_inf[1] ==6:
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singles +=1
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door_type.append(0)
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if door_inf[1] == 4:
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doubles +=1
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door_type.append(1)
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#bbox_height = ymax - ymin
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#if bbox_width > bbox_height:
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# door_width = bbox_width
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#doubleD_width.append(door_width)
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#else:
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# door_width = bbox_height
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#doubleD_width.append(door_width)
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return width_pixels, lines, sanda, line_midpoint, singles, doubles, door_type
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def get_door_info_double(doors_info_double, width_pixels, lines, sanda, line_midpoint, doubles, door_type):
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for door_inf in doors_info_double:
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xmin, ymin, xmax, ymax = door_inf[0]
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@@ -287,7 +246,7 @@ def get_door_info_double(doors_info_double, width_pixels, lines, sanda, line_mid
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doubles +=1
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door_type.append(1)
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return width_pixels, lines, sanda, line_midpoint,
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def pxl2meter(width_pixels, ratio):
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real_width = []
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@@ -464,8 +423,10 @@ def main_run(img_pillow,pdf_fullpath, weights_path, weights_path2, pdf_name,pdfp
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doors_info_double = ev_model(img_pillow, model2, device, 0.8)
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real_width = pxl2meter(width_pixels, ratio)
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#real_double = pxl2meter(doubleD_width, ratio)
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char_width = width_as_char(real_width)
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xm = int((x1 + x2) / 2)
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ym = int((y1 + y2) / 2)
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return (xm, ym)
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def get_door_info(doors_info):
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width_pixels = []
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lines = []
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sanda = []
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line_midpoint = []
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singles = 0
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door_type = []
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for door_inf in doors_info:
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xmin, ymin, xmax, ymax = door_inf[0]
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#horz_bottom
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if door_inf[1] == 2:
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#for drawing
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point_st = (int(xmin), int(ymax) + 5)
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point_end = (int(xmax),int(ymax) + 5)
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#for calculation
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width = distance((xmin,ymax), (xmax,ymax))
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width_pixels.append(width)
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#horz_upper
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if door_inf[1] == 3:
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#for drawing
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point_st = (int(xmin),int(ymin) -5)
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point_end = (int(xmax),int(ymin) - 5)
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#for calculation
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width = distance((xmin,ymin), (xmax,ymin))
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width_pixels.append(width)
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#vert_right
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if door_inf[1] == 4:
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#for drawing
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point_st = (int(xmax) + 5,int(ymin))
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point_end = (int(xmax) + 5,int(ymax))
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#for calculation
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width = distance((xmax,ymin), (xmax,ymax))
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width_pixels.append(width)
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#vert_left
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if door_inf[1] == 5:
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#for drawing
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point_st = (int(xmin) -5,int(ymin))
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point_end = (int(xmin) -5,int(ymax))
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#for calculation
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width = distance((xmin,ymin), (xmin,ymax))
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width_pixels.append(width)
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return width_pixels, lines, sanda, line_midpoint, singles, door_type
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def get_door_info_double(doors_info_double, width_pixels, lines, sanda, line_midpoint, door_type):
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doubles = 0
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for door_inf in doors_info_double:
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xmin, ymin, xmax, ymax = door_inf[0]
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doubles +=1
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door_type.append(1)
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return width_pixels, lines, sanda, line_midpoint, doubles, door_type
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def pxl2meter(width_pixels, ratio):
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real_width = []
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doors_info_double = ev_model(img_pillow, model2, device, 0.8)
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width_pixels, lines, sanda, line_midpoint, single_count, door_type = get_door_info(doors_info)
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width_pixels, lines, sanda, line_midpoint, double_count, door_type = get_door_info(doors_info_double, width_pixels, lines, sanda, line_midpoint, door_type)
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real_width = pxl2meter(width_pixels, ratio)
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#real_double = pxl2meter(doubleD_width, ratio)
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char_width = width_as_char(real_width)
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