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Update app.py
Browse files
app.py
CHANGED
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@@ -1,154 +1,9 @@
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import cv2
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import numpy as np
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import
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from PIL import Image, ImageDraw, ImageFont, ImageOps
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Image.MAX_IMAGE_PIXELS = None
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import gradio as gr
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def get_exif(image_path):
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try:
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with Image.open(image_path) as img:
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exif_data = img.getexif()
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# print(exif_data)
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if not exif_data:
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return None, None, None
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if "Local Coordinates (m)" in exif_data[34737]:
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return None, None, None
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pixel_scale = exif_data[33550] # Tag ID for PixelScale
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model_tie_point = exif_data[33922] # Tag ID for ModelTiePoint
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pixel_scale_x, pixel_scale_y, _ = pixel_scale
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_, _, _, _, latitude, _ = model_tie_point
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return pixel_scale_x, pixel_scale_y, latitude
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except Exception as e:
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print(f"Error extracting metadata: {e}")
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return None, None, None
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def pixel_size_in_feet(x_scale_degrees, latitude):
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meters_per_degree_lat = 111320 # Average meters per degree of latitude
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meters_per_degree_lon = meters_per_degree_lat * math.cos(math.radians(latitude))
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pixel_size_x_feet = x_scale_degrees * meters_per_degree_lon * 3.28084
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return pixel_size_x_feet
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def feet_per_inch(dpi, pixel_size_x_feet):
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# Calculate the number of pixels in 1 inch
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pixels_per_inch = dpi
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# Calculate the number of feet in 1 inch
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feet_per_inch = pixels_per_inch * pixel_size_x_feet
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return feet_per_inch
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def nearest_number(n):
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numbers = [1, 5, 10, 20, 50, 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000]
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return min(numbers, key=lambda x: abs(x - n))
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def calculate_dpi(x_scale_degrees, latitude):
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pixel_size_x_feet = pixel_size_in_feet(x_scale_degrees, latitude)
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pixel_size_x_inches = pixel_size_x_feet / 12
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dpi = 1 / pixel_size_x_inches
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return dpi
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def add_white_space(img):
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_, height_px = img.size
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bottom_space = int(height_px * 0.2) # Calculate the size of the bottom space
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top_space = int(height_px * 0.1) # Calculate the size of the top space
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new_height_px = int(height_px + bottom_space + top_space)
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img = ImageOps.expand(img, border=(0, top_space, 0, bottom_space), fill='white')
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return img, new_height_px
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def add_white_space_right(img):
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width_px, height_px = img.size
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right_space = int(width_px * 0.3) # Calculate the size of the right space
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left_space = int(width_px * 0.1) # Calculate the size of the left space
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new_width_px = int(width_px + right_space)
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img = ImageOps.expand(img, border=(0, 0, right_space, 0), fill='white')
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return img
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def draw_scale_bar(right_img, exif_data, compass, line_img, paste_x_position, paste_y_position):
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pixel_scale_x = exif_data[0]
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pixel_scale_y = exif_data[1]
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latitude = exif_data[2]
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if pixel_scale_x is None or pixel_scale_y is None or latitude is None:
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return
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# Calculate pixel size in feet
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pixel_size_x = pixel_size_in_feet(pixel_scale_x, latitude)
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image_width_feet = round(line_img.width * pixel_size_x)
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scale_max = nearest_number(image_width_feet / 5)
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# Calculate scale bar dimensions
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scale_bar_width_px = int(line_img.width * (scale_max / image_width_feet))
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scale_bar_height_px = int(scale_bar_width_px * 0.08)
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# x_position = int(right_img.width * 0.90 - scale_bar_width_px) # Adjusted for 5% from the right
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x_position = paste_x_position
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y_position = int(right_img.height - (right_img.height - paste_y_position - scale_bar_height_px) * 2) # Adjusted for new height
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font_size = int(scale_bar_width_px * 0.1)
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# Draw scale bar
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draw = ImageDraw.Draw(right_img)
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try:
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font = ImageFont.truetype("DejaVuSans.ttf", font_size) #DejaVuSans.ttf, Arial.ttf
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print("loaded font")
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except IOError:
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font = ImageFont.load_default()
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print("default :()")
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section_width = scale_bar_width_px / 4
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section_x_position = x_position - 1 * section_width #base 0 incremental position
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text_position = (section_x_position + section_width - font_size / 4, y_position - font_size - 20)
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draw.text(text_position, "0", fill="black", font=font)
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for i in range(4): #other incremental positions
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section_x_position = x_position + i * section_width
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fill_color = "black" if i % 2 == 0 else "white"
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draw.rectangle([section_x_position, y_position, section_x_position + section_width, y_position + scale_bar_height_px], fill=fill_color)
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text = str(round(scale_max / 4 * (i + 1), 2))
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if text.endswith('.0'):
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text = text.rstrip('0').rstrip('.')
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if i == 3:
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text += " feet"
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text_position = (section_x_position + section_width - font_size / 4, y_position - font_size - 20)
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draw.text(text_position, text, fill="black", font=font)
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# Draw outline around scale bar
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outline_width = 3
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draw.line([(x_position, y_position), (x_position + scale_bar_width_px, y_position)], fill="black", width=outline_width)
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draw.line([(x_position, y_position), (x_position, y_position + scale_bar_height_px)], fill="black", width=outline_width)
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draw.line([(x_position + scale_bar_width_px, y_position), (x_position + scale_bar_width_px, y_position + scale_bar_height_px)], fill="black", width=outline_width)
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draw.line([(x_position, y_position + scale_bar_height_px), (x_position + scale_bar_width_px, y_position + scale_bar_height_px)], fill="black", width=outline_width)
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#feet per inch
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try:
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font = ImageFont.truetype("DejaVuSans.ttf", int(font_size * 1.3)) #DejaVuSans.ttf, Arial.ttf
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except IOError:
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font = ImageFont.load_default()
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dpi = calculate_dpi(pixel_scale_x, latitude)
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dpi = 96
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fpi = round(feet_per_inch(dpi, pixel_size_x), 2)
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feet_per_inch_text = '1" = ' + str(fpi) + ' feet'
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paste_y_position = int(right_img.height - (right_img.height - paste_y_position - scale_bar_height_px) * 3)
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text_position = (x_position, paste_y_position)
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# text_position = (x_position, y_position - font_size - 200)
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draw.text(text_position, feet_per_inch_text, fill='black', font=font)
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# # Add in a small compass
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compass = compass.convert("RGBA")
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new_compass_width = int(right_img.width * 0.05)
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compass_ratio = new_compass_width / compass.width
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new_compass_height = int(compass.height * compass_ratio)
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compass = compass.resize((new_compass_width, new_compass_height))
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# Paste the compass in the top right of the image with 5% margin
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paste_compass_x_position = int(right_img.width - (right_img.width + new_compass_width * 2 - paste_x_position) / 2)
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# paste_compass_x_position = int(right_img.width * 0.05)
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paste_compass_y_position = int(right_img.height * 0.05) # 5% margin on the top
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right_img.paste(compass, (paste_compass_x_position, paste_compass_y_position), compass)
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return right_img
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def watermark(right_img, sb_logo, line_img):
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sb_logo = sb_logo.convert("RGBA")
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new_logo_width = int(line_img.width * 0.2)
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logo_ratio = new_logo_width / sb_logo.width
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new_logo_height = int(sb_logo.height * logo_ratio)
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sb_logo = sb_logo.resize((new_logo_width, new_logo_height))
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# Calculate the position for the logo to be 5% from the right
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paste_x_position = int(right_img.width * 0.95 - new_logo_width)
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paste_y_position = int(right_img.height * 0.95 - new_logo_height)#new_height_px - new_logo_height - int(bottom_space / 4)
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right_img.paste(sb_logo, (paste_x_position, paste_y_position), sb_logo)
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return right_img, paste_x_position, paste_y_position
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def freemium_watermark(img, sb_logo):
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width_px, height_px = img.size
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@@ -168,35 +23,33 @@ def freemium_watermark(img, sb_logo):
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# Save the image
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return img
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def create_line_drawing(input_path):
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with Image.open(input_path) as img:
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img_array = np.array(img)
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# Line processing
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blurred = cv2.GaussianBlur(img_array, (7, 7), 0)
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edges = cv2.Canny(blurred, 100, 180)
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structuring_element = cv2.getStructuringElement(cv2.MORPH_RECT, (4,3))
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dilated_edges = cv2.dilate(edges, structuring_element, iterations=1)
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line_drawing = 255 - dilated_edges
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line_img = Image.fromarray(line_drawing)
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right_img = add_white_space_right(line_img)
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right_img, paste_x_position, paste_y_position = watermark(right_img, sb_logo, line_img)
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exif_data = list(get_exif(input_path))
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if str(exif_data) != str([None, None, None]):
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print(str(exif_data))
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print("drawing scale bar")
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line_img = draw_scale_bar(right_img, exif_data, compass, line_img, paste_x_position, paste_y_position)
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line_img = freemium_watermark(line_img, sb_logo)
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return line_img
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else:
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line_img = freemium_watermark(line_img, sb_logo)
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return line_img
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sb_logo = Image.open("./SB_logo_horizontal.png")
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compass = Image.open("./compass.jpg")
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import cv2
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import os
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import numpy as np
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from PIL import Image
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Image.MAX_IMAGE_PIXELS = None
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import gradio as gr
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def freemium_watermark(img, sb_logo):
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width_px, height_px = img.size
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# Save the image
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return img
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sb_logo = Image.open("./SB_logo_horizontal.png")
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examples = [
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os.path.join(os.path.dirname(__file__), "trailer.jpg"),
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os.path.join(os.path.dirname(__file__), "road.jpg"),
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]
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column():
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input = gr.Image(type="filepath", label="Upload Image", sources=["upload"])
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with gr.Column():
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image = gr.Image(label="Sketch Drawing", show_share_button=False)
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examples = gr.Examples(examples=["road.jpg", "trailer.jpg"], inputs=[input])
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@gr.on(inputs=[input], outputs=[image], show_progress="minimal")
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def sketch(input_path):
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if input_path is None:
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return None
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with Image.open(input_path) as img:
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img_array = np.array(img)
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# Line processing
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blurred = cv2.GaussianBlur(img_array, (7, 7), 0)
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edges = cv2.Canny(blurred, 100, 180)
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structuring_element = cv2.getStructuringElement(cv2.MORPH_RECT, (4,3))
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dilated_edges = cv2.dilate(edges, structuring_element, iterations=1)
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line_drawing = 255 - dilated_edges
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line_img = Image.fromarray(line_drawing)
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return freemium_watermark(line_img, sb_logo)
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demo.launch()
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