# -------------------------------------------------------- # Tensorflow Faster R-CNN # Licensed under The MIT License [see LICENSE for details] # Written by Xinlei Chen # -------------------------------------------------------- from __future__ import absolute_import from __future__ import division from __future__ import print_function import numpy as np from six.moves import range import PIL.Image as Image import PIL.ImageColor as ImageColor import PIL.ImageDraw as ImageDraw import PIL.ImageFont as ImageFont STANDARD_COLORS = [ 'AliceBlue', 'Chartreuse', 'Aqua', 'Aquamarine', 'Azure', 'Beige', 'Bisque', 'BlanchedAlmond', 'BlueViolet', 'BurlyWood', 'CadetBlue', 'AntiqueWhite', 'Chocolate', 'Coral', 'CornflowerBlue', 'Cornsilk', 'Crimson', 'Cyan', 'DarkCyan', 'DarkGoldenRod', 'DarkGrey', 'DarkKhaki', 'DarkOrange', 'DarkOrchid', 'DarkSalmon', 'DarkSeaGreen', 'DarkTurquoise', 'DarkViolet', 'DeepPink', 'DeepSkyBlue', 'DodgerBlue', 'FireBrick', 'FloralWhite', 'ForestGreen', 'Fuchsia', 'Gainsboro', 'GhostWhite', 'Gold', 'GoldenRod', 'Salmon', 'Tan', 'HoneyDew', 'HotPink', 'IndianRed', 'Ivory', 'Khaki', 'Lavender', 'LavenderBlush', 'LawnGreen', 'LemonChiffon', 'LightBlue', 'LightCoral', 'LightCyan', 'LightGoldenRodYellow', 'LightGray', 'LightGrey', 'LightGreen', 'LightPink', 'LightSalmon', 'LightSeaGreen', 'LightSkyBlue', 'LightSlateGray', 'LightSlateGrey', 'LightSteelBlue', 'LightYellow', 'Lime', 'LimeGreen', 'Linen', 'Magenta', 'MediumAquaMarine', 'MediumOrchid', 'MediumPurple', 'MediumSeaGreen', 'MediumSlateBlue', 'MediumSpringGreen', 'MediumTurquoise', 'MediumVioletRed', 'MintCream', 'MistyRose', 'Moccasin', 'NavajoWhite', 'OldLace', 'Olive', 'OliveDrab', 'Orange', 'OrangeRed', 'Orchid', 'PaleGoldenRod', 'PaleGreen', 'PaleTurquoise', 'PaleVioletRed', 'PapayaWhip', 'PeachPuff', 'Peru', 'Pink', 'Plum', 'PowderBlue', 'Purple', 'Red', 'RosyBrown', 'RoyalBlue', 'SaddleBrown', 'Green', 'SandyBrown', 'SeaGreen', 'SeaShell', 'Sienna', 'Silver', 'SkyBlue', 'SlateBlue', 'SlateGray', 'SlateGrey', 'Snow', 'SpringGreen', 'SteelBlue', 'GreenYellow', 'Teal', 'Thistle', 'Tomato', 'Turquoise', 'Violet', 'Wheat', 'White', 'WhiteSmoke', 'Yellow', 'YellowGreen' ] NUM_COLORS = len(STANDARD_COLORS) try: FONT = ImageFont.truetype('arial.ttf', 24) except IOError: FONT = ImageFont.load_default() def _draw_single_box(image, xmin, ymin, xmax, ymax, display_str, font, color='black', thickness=4): draw = ImageDraw.Draw(image) (left, right, top, bottom) = (xmin, xmax, ymin, ymax) draw.line([(left, top), (left, bottom), (right, bottom), (right, top), (left, top)], width=thickness, fill=color) text_bottom = bottom # Reverse list and print from bottom to top. text_width, text_height = font.getsize(display_str) margin = np.ceil(0.05 * text_height) draw.rectangle( [(left, text_bottom - text_height - 2 * margin), (left + text_width, text_bottom)], fill=color) draw.text( (left + margin, text_bottom - text_height - margin), display_str, fill='black', font=font) return image def draw_bounding_boxes(image, gt_boxes, im_info): num_boxes = gt_boxes.shape[0] gt_boxes_new = gt_boxes.copy() gt_boxes_new[:,:4] = np.round(gt_boxes_new[:,:4].copy() / im_info[2]) disp_image = Image.fromarray(np.uint8(image[0])) for i in range(num_boxes): this_class = int(gt_boxes_new[i, 4]) disp_image = _draw_single_box(disp_image, gt_boxes_new[i, 0], gt_boxes_new[i, 1], gt_boxes_new[i, 2], gt_boxes_new[i, 3], 'N%02d-C%02d' % (i, this_class), FONT, color=STANDARD_COLORS[this_class % NUM_COLORS]) image[0, :] = np.array(disp_image) return image