from PIL import Image, ImageDraw, ImageFont from physical_boxes_define import gdf from dotenv import load_dotenv import os load_dotenv() PATH_ASSETS = os.getenv('PATH_ASSETS') # Function to draw the bounding boxes on the image def draw_bounding_boxes(image_path, gdf): image = Image.open(image_path+'bird.png').convert("RGB") # Convert the image to an editable format draw = ImageDraw.Draw(image) # Optional: Load a font (requires a TTF file) # try: font = ImageFont.truetype(PATH_ASSETS + "fonts/LiberationSans-Regular.ttf", 20) # except IOError: # print("default") # font = ImageFont.load_default() # Draw each bounding box on the image for _, row in gdf.iterrows(): xmin, ymin, xmax, ymax = row['geometry'].bounds draw.rectangle([xmin, ymin, xmax, ymax], outline="purple", width=2) draw.text((xmin, ymin-22), row['name'], fill="black", font=font) image.save(image_path+'bird_boxed.png', "PNG") if __name__ == "__main__": draw_bounding_boxes(PATH_ASSETS + 'images/', gdf)