video2video_color.py

"""
@author: Viet Nguyen <nhviet1009@gmail.com>
"""
import argparse

import cv2
import numpy as np
from PIL import Image, ImageFont, ImageDraw, ImageOps


def get_args():
    parser = argparse.ArgumentParser("Image to ASCII")
    parser.add_argument("--input", type=str, default="data/input.mp4", help="Path to input video")
    parser.add_argument("--output", type=str, default="data/output.mp4", help="Path to output video")
    parser.add_argument("--mode", type=str, default="complex", choices=["simple", "complex"],
                        help="10 or 70 different characters")
    parser.add_argument("--background", type=str, default="black", choices=["black", "white"],
                        help="background's color")
    parser.add_argument("--num_cols", type=int, default=100, help="number of character for output's width")
    parser.add_argument("--scale", type=int, default=1, help="upsize output")
    parser.add_argument("--fps", type=int, default=0, help="frame per second")
    parser.add_argument("--overlay_ratio", type=float, default=0.2, help="Overlay width ratio")
    args = parser.parse_args()
    return args


def main(opt):
    if opt.mode == "simple":
        CHAR_LIST = '@%#*+=-:. '
    else:
        CHAR_LIST = "$@B%8&WM#*oahkbdpqwmZO0QLCJUYXzcvunxrjft/\|()1{}[]?-_+~<>i!lI;:,\"^`'. "
    if opt.background == "white":
        bg_code = (255, 255, 255)
    else:
        bg_code = (0, 0, 0)
    font = ImageFont.truetype("fonts/DejaVuSansMono-Bold.ttf", size=int(10 * opt.scale))
    cap = cv2.VideoCapture(opt.input)
    if opt.fps == 0:
        fps = int(cap.get(cv2.CAP_PROP_FPS))
    else:
        fps = opt.fps
    num_chars = len(CHAR_LIST)
    num_cols = opt.num_cols
    while cap.isOpened():
        flag, frame = cap.read()
        if flag:
            image = frame
        else:
            break
        height, width, _ = image.shape
        cell_width = width / opt.num_cols
        cell_height = 2 * cell_width
        num_rows = int(height / cell_height)
        if num_cols > width or num_rows > height:
            print("Too many columns or rows. Use default setting")
            cell_width = 6
            cell_height = 12
            num_cols = int(width / cell_width)
            num_rows = int(height / cell_height)
        char_width, char_height = font.getsize("A")
        out_width = char_width * num_cols
        out_height = 2 * char_height * num_rows
        out_image = Image.new("RGB", (out_width, out_height), bg_code)
        draw = ImageDraw.Draw(out_image)
        for i in range(num_rows):
            for j in range(num_cols):
                partial_image = image[int(i * cell_height):min(int((i + 1) * cell_height), height),
                                int(j * cell_width):min(int((j + 1) * cell_width), width), :]
                partial_avg_color = np.sum(np.sum(partial_image, axis=0), axis=0) / (cell_height * cell_width)
                partial_avg_color = tuple(partial_avg_color.astype(np.int32).tolist())
                char = CHAR_LIST[min(int(np.mean(partial_image) * num_chars / 255), num_chars - 1)]
                draw.text((j * char_width, i * char_height), char, fill=partial_avg_color, font=font)

        if opt.background == "white":
            cropped_image = ImageOps.invert(out_image).getbbox()
        else:
            cropped_image = out_image.getbbox()
        out_image = out_image.crop(cropped_image)
        out_image = np.array(out_image)
        try:
            out
        except:
            out = cv2.VideoWriter(opt.output, cv2.VideoWriter_fourcc(*"XVID"), fps,
                                  ((out_image.shape[1], out_image.shape[0])))

        if opt.overlay_ratio:
            height, width, _ = out_image.shape
            overlay = cv2.resize(frame, (int(width * opt.overlay_ratio), int(height * opt.overlay_ratio)))
            out_image[height - int(height * opt.overlay_ratio):, width - int(width * opt.overlay_ratio):, :] = overlay
        out.write(out_image)
    cap.release()
    out.release()


if __name__ == '__main__':
    opt = get_args()
    main(opt)