MTSD/annotations/mtsd_v2_fully_annotated/visualize_example.py

import json
import os
from PIL import Image, ImageDraw, ImageColor, ImageFont

def load_annotation(image_key):
    with open(os.path.join('annotations', '{:s}.json'.format(image_key)), 'r') as fid:
        anno = json.load(fid)
    return anno


def visualize_gt(image_key, anno, color='green', alpha=125, font=None):
    try:
        font = ImageFont.truetype('arial.ttf', 15)
    except:
        print('Falling back to default font...')
        font = ImageFont.load_default()
    
    with Image.open(os.path.join('images', '{:s}.jpg'.format(image_key))) as img:
        img = img.convert('RGBA')
        img_draw = ImageDraw.Draw(img)

        rects = Image.new('RGBA', img.size)
        rects_draw = ImageDraw.Draw(rects)

        for obj in anno['objects']:
            x1 = obj['bbox']['xmin']
            y1 = obj['bbox']['ymin']
            x2 = obj['bbox']['xmax']
            y2 = obj['bbox']['ymax']

            color_tuple = ImageColor.getrgb(color)
            if len(color_tuple) == 3:
                color_tuple = color_tuple + (alpha,)
            else:
                color_tuple[-1] = alpha

            rects_draw.rectangle((x1+1, y1+1, x2-1, y2-1), fill=color_tuple)
            img_draw.line(((x1, y1), (x2, y1), (x2, y2), (x1, y2), (x1, y1)), fill='black', width=1)

            class_name = obj['label']
            img_draw.text((x1 + 5, y1 + 5), class_name, font=font)

        img = Image.alpha_composite(img, rects)

        return img


if __name__ == '__main__':
    image_key = 'Bh36Ed4HBJatMpSNnFTgTw'

    # load the annotation json
    anno = load_annotation(image_key)

    # visualize traffic sign boxes on the image
    vis_img = visualize_gt(image_key, anno)
    vis_img.show()