From ab81530db5ab073e6e51c9e9906fe14118ec80b2 Mon Sep 17 00:00:00 2001 From: "Wang, Yang" Date: Sun, 21 May 2023 22:29:47 +0800 Subject: [PATCH 1/2] version 1.0 has finished! Signed-off-by: Wang, Yang --- convert_img_to_dna.py | 158 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 158 insertions(+) create mode 100644 convert_img_to_dna.py diff --git a/convert_img_to_dna.py b/convert_img_to_dna.py new file mode 100644 index 0000000..a7d218c --- /dev/null +++ b/convert_img_to_dna.py @@ -0,0 +1,158 @@ +import os +from PIL import Image +import numpy as np +import argparse + +# 创建命令行参数解析器 +parser = argparse.ArgumentParser(description='Convert RGB values of all pixels in a JPEG image to letters') +parser.add_argument('path', help='Path to the JPEG file or directory') +args = parser.parse_args() + +def convert_dna_list_to_jpeg(file_path): + # 解析文件名中的图像宽度和高度 + file_name = os.path.basename(file_path) + saved_path = os.path.dirname(file_path) + image_name, size_str = file_name[:-4].split("#") + width, height = size_str.split("x") + width = int(width) + height = int(height) + + # 读取文件内容并将字母转换为RGB + with open(file_path, 'r') as f: + content = f.read() + rgb_list = convert_letters_to_rgb(content) + + print("JPEG file size: {} x {} and Pixle size: {}".format(width, height, len(rgb_list) / 3)) + # 检查数据列表的长度是否正确 + assert len(rgb_list) == width * height * 3, "数据列表长度错误" + # 创建PIL图片对象并设置像素值 + rgb_array = np.array(rgb_list, dtype=np.uint8).reshape(height, width, 3) + img = Image.fromarray(rgb_array) + img = img.resize((width, height)) + print("R: {}\tG: {}\tB: {}\n".format(rgb_list[0], rgb_list[1], rgb_list[2])) + + # 将图片保存为JPEG格式 + print(f"Will save to file: {saved_path}/Convertd_{image_name}.jpg") + img.save(f"{saved_path}/Convertd_{image_name}.jpg", 'JPEG') + + + +def convert_letters_to_rgb(ret): + rgb = [] + for i in range(0, len(ret), 4): + c1, c2, c3, c4 = ret[i], ret[i+1], ret[i+2], ret[i+3] + binary_str = '' + if c1 == 'A': + binary_str += '00' + elif c1 == 'T': + binary_str += '01' + elif c1 == 'G': + binary_str += '10' + else: + binary_str += '11' + + if c2 == 'A': + binary_str += '00' + elif c2 == 'T': + binary_str += '01' + elif c2 == 'G': + binary_str += '10' + else: + binary_str += '11' + + if c3 == 'A': + binary_str += '00' + elif c3 == 'T': + binary_str += '01' + elif c3 == 'G': + binary_str += '10' + else: + binary_str += '11' + + if c4 == 'A': + binary_str += '00' + elif c4 == 'T': + binary_str += '01' + elif c4 == 'G': + binary_str += '10' + else: + binary_str += '11' + rgb.append(int(binary_str, 2)) + return rgb + +def convert_rgb_to_letters(rgb): + ret = '' + first = True + for value in rgb: + binary_str = format(value, '08b') + for i in range(0, 8, 2): + if binary_str[i:i+2] == '00': + ret += 'A' + elif binary_str[i:i+2] == '01': + ret += 'T' + elif binary_str[i:i+2] == '10': + ret += 'G' + else: + ret += 'C' + return ret + +# 处理单个JPEG文件 +def convert_jpeg_to_dna_list(file_path): + # 检查文件是否存在且为普通文件 + if not os.path.isfile(file_path): + print(f'{file_path} is not a file') + return + + # 检查文件扩展名是否为JPEG + if not file_path.lower().endswith('.jpg') and not file_path.lower().endswith('.jpeg'): + print(f'{file_path} is not a JPEG file') + return + + # 打开JPEG文件 + with Image.open(file_path) as im: + # 将图像转换为numpy数组 + arr = np.array(im) + + # 遍历每个像素并访问其RGB值 + ret = '' + for i in range(arr.shape[0]): + for j in range(arr.shape[1]): + pixel = arr[i, j] + ret += convert_rgb_to_letters(pixel) + if i == 0 and j == 0: + print(f"Orignal RGB: {pixel}") + print(f"DNA sequence: {ret}") + convert_ret = convert_letters_to_rgb(ret) + print("Decoded RGB: {}".format(convert_ret)) + # 将处理后的字符串写入txt文件 + width, height = im.size + txt_file_path = os.path.splitext(file_path)[0] + f'#{width}x{height}' +'.txt' + print("JPEG file: {} x {} and Pixle size: {}".format(arr.shape[0], arr.shape[1], len(ret) / 12)) + with open(txt_file_path, 'w') as f: + f.write(ret) + +# 处理目录下的所有JPEG文件 +def process_directory(dir_path): + # 遍历目录下的所有文件和子目录 + for root, dirs, files in os.walk(dir_path): + for file in files: + # 检查文件扩展名是否为JPEG + if file.lower().endswith('.jpg') or file.lower().endswith('.jpeg'): + file_path = os.path.join(root, file) + print("Processing the JPEG file {}...".format(file_path)) + convert_jpeg_to_dna_list(file_path) + print("Processing the JPEG file wihtin {}...Done".format(dir_path)) + # 检查文件扩展名是否为txt + if file.lower().endswith('.txt'): + file_path = os.path.join(root, file) + print("Processing the DNA sequence file wihtin {}...".format(file_path)) + convert_dna_list_to_jpeg(file_path) + print("Processing the DNA sequence file wihtin {}...Done".format(file_path)) + +# 判断路径是文件还是目录,并调用相应的处理函数 +if os.path.isfile(args.path): + convert_jpeg_to_dna_list(args.path) +elif os.path.isdir(args.path): + process_directory(args.path) +else: + print(f'{args.path} is not a file or directory') \ No newline at end of file From d920b165db4300b0f99c5b98a19c1f8c191c783d Mon Sep 17 00:00:00 2001 From: "Wang, Yang" Date: Sat, 27 May 2023 14:24:48 +0800 Subject: [PATCH 2/2] Initialize repo. Signed-off-by: Wang, Yang --- convert_img_to_dna.py => Image2DNA.py | 18 +++++++++++------- images_sample/input.jpg | Bin 0 -> 876539 bytes 2 files changed, 11 insertions(+), 7 deletions(-) rename convert_img_to_dna.py => Image2DNA.py (93%) create mode 100644 images_sample/input.jpg diff --git a/convert_img_to_dna.py b/Image2DNA.py similarity index 93% rename from convert_img_to_dna.py rename to Image2DNA.py index a7d218c..b41511e 100644 --- a/convert_img_to_dna.py +++ b/Image2DNA.py @@ -149,10 +149,14 @@ def process_directory(dir_path): convert_dna_list_to_jpeg(file_path) print("Processing the DNA sequence file wihtin {}...Done".format(file_path)) -# 判断路径是文件还是目录,并调用相应的处理函数 -if os.path.isfile(args.path): - convert_jpeg_to_dna_list(args.path) -elif os.path.isdir(args.path): - process_directory(args.path) -else: - print(f'{args.path} is not a file or directory') \ No newline at end of file +def main(): + # 判断路径是文件还是目录,并调用相应的处理函数 + if os.path.isfile(args.path): + convert_jpeg_to_dna_list(args.path) + elif os.path.isdir(args.path): + process_directory(args.path) + else: + print(f'{args.path} is not a file or directory') + +if __name__ == '__main__': + main() \ No newline at end of file diff --git a/images_sample/input.jpg b/images_sample/input.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc5a0eee1e8197316deef59adf7244373416ac4f GIT binary patch literal 876539 zcmbrmc|2Rq|M!20imHn$T57#YOX+57g+#b|SzFZJT3fWLYK?u1rK<)-(W)kjT59WJ z-$JQSt*9W@T7rnwn%E+VJMHKCe7~RXegFQrAHO>u<7AF=X68LJXU@Ez^BQ}@dsDzc zQ$rI&fQt(NxHvz+-WYI^6Z?Pr{7U5iEd|cqd#!*lACDF|7Q}T7;1=cr33Kgr0J5BN z?)z8Tz&{@@ZV=BtUNGN&{sWu~st*F(Tp$oP4`|;$9v;rs(VV{nJi_}9{i&+YD`I&A zd@MjzEiUynpZs6%+r+HCuPUg!1;+2^KYT=7;^^@cib^MyH8js((1K`R{M*3L$k@cx z+Q!z-{^~UccaNL5Ja2p5K?DVdgocGjB;33I;NhdkiD~K2GBUHCzsSzZFL+Z}R9y1* z!^f)Xn%cVhhEMGspF43~-Cz0%1A{}v;gQkl8Pe?BJb8h#xVBECZ)|RD?=XJZ#RY)= ztIGam*#BmiFvl)#9v%=6_?KN=+@YKR66V?Wrz-CueM|6-0Fh&AaeShGrM`aOwqIV| 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