A python script to box the region image after run an ocr region from https://huggingface.co/spaces/Xenova/florence2-webgpu

image-boxer.py

import json

from PIL import Image, ImageDraw

# Load the input data from a JSON string
input_data = '''
{
  "labels": [
    "Active markets",
    "Powered by Al | Data Retrived just now",
    "C",
    "North America",
    "Europe, Middle East and Africa (EMEA)",
    "2 COUNTRIES",
    "8 COUNTRES",
    "· United States",
    "· United Kingdom",
    "· Canada"
  ],
  "quad_boxes": [
    [
      6.903,
      42.745,
      203.25500000000002,
      42.745,
      203.25500000000002,
      65.985,
      6.903,
      65.985
    ],
    [
      942.643,
      43.574999999999996,
      1389.037,
      43.574999999999996,
      1389.037,
      68.47500000000001,
      942.643,
      68.47500000000001
    ],
    [
      1464.203,
      43.574999999999996,
      1490.281,
      43.574999999999996,
      1490.281,
      65.985,
      1464.203,
      65.985
    ],
    [
      94.341,
      168.07500000000002,
      312.169,
      168.07500000000002,
      312.169,
      195.465,
      94.341,
      195.465
    ],
    [
      755.495,
      166.41500000000002,
      1316.939,
      164.755,
      1316.939,
      198.785,
      755.495,
      200.445
    ],
    [
      94.341,
      223.685,
      240.071,
      223.685,
      240.071,
      245.265,
      94.341,
      245.265
    ],
    [
      755.495,
      223.685,
      902.759,
      223.685,
      902.759,
      245.265,
      755.495,
      245.265
    ],
    [
      111.21499999999999,
      264.355,
      307.567,
      264.355,
      307.567,
      289.255,
      111.21499999999999,
      289.255
    ],
    [
      772.3689999999999,
      264.355,
      1004.0029999999999,
      264.355,
      1004.0029999999999,
      291.745,
      772.3689999999999,
      290.91499999999996
    ],
    [
      111.21499999999999,
      303.365,
      241.605,
      303.365,
      241.605,
      327.435,
      111.21499999999999,
      327.435
    ]
  ]
}
'''

# Parse the JSON data
data = json.loads(input_data)

# Load the image (replace 'your_image.jpg' with the path to your image)
image_path = '/Users/sarinsuriyakoon/Desktop/img3.png'
image = Image.open(image_path)

# Create a drawing context
draw = ImageDraw.Draw(image)

# Draw the quad boxes on the image
for box in data['quad_boxes']:
    # Extract the coordinates
    x1, y1, x2, y2, x3, y3, x4, y4 = box
    
    # Draw the quadrilateral
    draw.polygon([(x1, y1), (x2, y2), (x3, y3), (x4, y4)], outline="red")

# Save the image with the boxes drawn on it
output_image_path = 'image_with_boxes.png'
image.save(output_image_path)

print(f"Image with boxes saved to {output_image_path}")