| # see huggingface/rwkv5-jp-trimvd_new/PaddleOCR_ali1k_det_rec_300epoch_standalone/requirements.txt | |
| # 第一次 aliocr 识别中文 main.py | |
| # 第二次用 ppocr 识别日文 jp_ocr.py | |
| from ocr import rec as ppocr | |
| import json, cv2 | |
| def save_json(filename, dics): | |
| with open(filename, 'w', encoding='utf-8') as fp: | |
| json.dump(dics, fp, indent=4, ensure_ascii=False) | |
| fp.close() | |
| def load_json(filename): | |
| with open(filename, encoding='utf-8') as fp: | |
| js = json.load(fp) | |
| fp.close() | |
| return js | |
| if __name__ == '__main__': | |
| import glob | |
| import numpy as np | |
| from pathlib import Path | |
| pth_jsons = glob.glob('pdfs/jp/李致雨N3词汇详解/*.json', recursive=True) | |
| pth_zh_jsons = [ str( Path(pth).resolve() ) for pth in pth_jsons if '_jp' not in pth ] | |
| pth_zh_jsons = sorted(pth_zh_jsons, key=lambda l:l, reverse=False) | |
| array = [] | |
| for idx, pth in enumerate(pth_zh_jsons): | |
| js = load_json(pth) | |
| array.append( { "pth":pth, "js":js, "idx":idx } ) | |
| # break | |
| for item in array: | |
| pth = item['pth'] | |
| pth_img = pth.replace('.json', '.jpg') | |
| pth_json_jp = pth.replace('.json', '_jp.json') | |
| jsn = item['js'] | |
| imgData = np.fromfile(pth_img, dtype=np.uint8) | |
| img_color = cv2.imdecode(imgData, -1) | |
| if 'prism_wordsInfo' in jsn: | |
| wordsInfo = jsn['prism_wordsInfo'] | |
| else: | |
| wordsInfo = [] | |
| for j in range(len(wordsInfo)): | |
| jo = wordsInfo[j] | |
| word = jo["word"] | |
| # prism-wordsInfo 里的 angle 文字块的角度，这个角度只影响width和height，当角度为-90、90、-270、270，width和height的值需要自行互换 | |
| angle = jo['angle'] | |
| word_x = jo['x'] | |
| word_y = jo['y'] | |
| word_width = jo['width'] | |
| word_height = jo['height'] | |
| if abs(angle) == 90 or abs(angle) == 270: | |
| word_width = jo['height'] | |
| word_height = jo['width'] | |
| pos = jo['pos'] | |
| # 四个角的位置 左上、右上、右下、左下 顺时针方向 | |
| lu = [pos[0]['x'], pos[0]['y']] | |
| ru = [pos[1]['x'], pos[1]['y']] | |
| rd = [pos[2]['x'], pos[2]['y']] | |
| ld = [pos[3]['x'], pos[3]['y']] | |
| x1 = min( pos[0]['x'], pos[3]['x'] ) # 当前行的极左 | |
| x2 = max( pos[1]['x'], pos[2]['x'] ) # 当前行的极右 | |
| y1 = min( pos[0]['y'], pos[1]['y'] ) # 当前行的极上 | |
| y2 = max( pos[2]['y'], pos[3]['y'] ) # 当前行的极下 | |
| # img_color = cv2.rectangle(img_color, (lu[0], lu[1]), (rd[0], rd[1]), (0, 255, 0), 2) # 矩形的左上角, 矩形的右下角 | |
| # cv2.imshow("green", img_color) | |
| # cv2.waitKey(0) | |
| # h = img_color.shape[0] # 注意：高是行数 | |
| # w = img_color.shape[1] # 宽是列数 | |
| img_crop = img_color[lu[1]:lu[1]+(rd[1]-lu[1]), lu[0]:lu[0]+(rd[0]-lu[0])] | |
| # img_crop = m4.ocr_frame[y:y+height, x:x+width] | |
| txts, boxes, scores, pil_image = ppocr(img_crop) | |
| txts = "\n".join(txts) | |
| if txts.strip(): | |
| jo["word_jp"] = txts.strip() | |
| else: | |
| jo["word_jp"] = "" | |
| print( txts ) | |
| pass | |
| # cv2.imshow("img_crop", img_crop) | |
| # cv2.waitKey(0) | |
| save_json(pth_json_jp, jsn) | |
| pass | |
| # ocr_one_pdf('pdfs/jp/高木直子学日语文法不要想太多/高木直子学日语文法不要想太多.pdf') | |
| # ocr_one_pdf('pdfs/jp/刘炳善英汉双解莎士比亚大词典续编/刘炳善英汉双解莎士比亚大词典续编.pdf') | |
| # ocr_one_pdf('pdfs/en/TIME单挑1000/TIME单挑1000.pdf') | |
| # ocr_one_pdf('pdfs/en/TIME片挑200/TIME片挑200.pdf') | |
| # ocr_one_pdf('pdfs/jp/徐一平日本语句型辞典/徐一平日本语句型辞典.pdf') | |
| # pip install pypdf==5.0.0 | |
| # https://github.com/py-pdf/pypdf | |
| # # https://github.com/freddyaboulton/gradio-pdf | |
| # gradio_pdf==0.0.15 | |
| # aliocr first then autuo pdf trim | |
| # see huggingface/project/zh_jp_auto_selection.py | |
| # see huggingface/rwkv5-jp-trimvd/config.py | |
| # see huggingface/rwkv5-jp-trimvd/appv4.py # aliocr first then autuo pdf trim | |
| # see huggingface/PPOCRLabel use this to correct ocr result | |
| # from config import alicr_config | |
| # def ali_ocr(img_data, config): | |
| # # https://market.aliyun.com/apimarket/detail/cmapi028554#sku=yuncode22554000016 | |
| # import requests | |
| # import json | |
| # api = config['api'] | |
| # app_code = config['app_code'] | |
| # appSecret = config['appSecret'] | |
| # try: | |
| # # 设置请求头 | |
| # headers = { | |
| # "Authorization": f"APPCODE {app_code}", | |
| # "Content-Type": "application/json;charset=UTF-8" | |
| # } | |
| # # 设置请求体 | |
| # payload = json.dumps({ | |
| # "img": img_data, | |
| # "prob": True, | |
| # "charInfo": True, | |
| # "table": True, | |
| # "sortPage": True, | |
| # "NeedRotate": True | |
| # }) | |
| # # 发送POST请求 | |
| # response = requests.post(api, headers=headers, data=payload, timeout=120) | |
| # # 检查响应状态 | |
| # if response.status_code != 200: | |
| # return None, {"error_code": response.status_code, "error_msg": response.text} | |
| # # 解析返回结果 | |
| # try: | |
| # ali_result = response.json() | |
| # except Exception as ex: | |
| # print("#####ERROR: aliyun ocr parse error.") | |
| # print(ex) | |
| # print("Response Text:", response.text) | |
| # return None, {"error_code": "JSON_PARSE_ERROR", "error_msg": str(ex)} | |
| # return ali_result, None | |
| # except requests.RequestException as error: | |
| # print('#####ERROR: aliyun ocr fail.') | |
| # print(error) | |
| # return None, {"error_code": "REQUEST_ERROR", "error_msg": str(error)} | |
| # def ocr_one_img(): | |
| # import numpy as np | |
| # import cv2, base64 | |
| # np_array = np.fromfile('data/no_think_more.png', dtype=np.uint8) | |
| # img = cv2.imdecode(np_array, -1) | |
| # # bytes = img.tobytes() # 转字节数组 # 或者使用img.tostring()，两者是等价的 | |
| # # 注意了：得到的bytes数据并不等价于open(file,"rb")数据 | |
| # if len(img.shape) != 3: # 转彩图 | |
| # img_color = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR) | |
| # img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR) # DBNet 原版只能处理彩图，这里转一下 | |
| # else: | |
| # img_color = img.copy() | |
| # # 把img 对象编码为jpg 格式 | |
| # success, encoded_image = cv2.imencode(".jpg", img) | |
| # # 将数组转为bytes | |
| # img_bts = encoded_image.tobytes() # 等价于tostring() | |
| # img_b64_str = base64.b64encode(img_bts).decode('utf-8') | |
| # jsn, error = ali_ocr(img_b64_str, alicr_config) | |
| # wordsInfo = jsn['prism_wordsInfo'] | |
| # for j in range(len(wordsInfo)): | |
| # jo = wordsInfo[j] | |
| # word = jo["word"] | |
| # # prism-wordsInfo 里的 angle 文字块的角度，这个角度只影响width和height，当角度为-90、90、-270、270，width和height的值需要自行互换 | |
| # angle = jo['angle'] | |
| # word_x = jo['x'] | |
| # word_y = jo['y'] | |
| # word_width = jo['width'] | |
| # word_height = jo['height'] | |
| # if abs(angle) == 90 or abs(angle) == 270: | |
| # word_width = jo['height'] | |
| # word_height = jo['width'] | |
| # pos = jo['pos'] | |
| # # 四个角的位置 左上、右上、右下、左下 顺时针方向 | |
| # lu = [pos[0]['x'], pos[0]['y']] | |
| # ru = [pos[1]['x'], pos[1]['y']] | |
| # rd = [pos[2]['x'], pos[2]['y']] | |
| # ld = [pos[3]['x'], pos[3]['y']] | |
| # x1 = min( pos[0]['x'], pos[3]['x'] ) # 当前行的极左 | |
| # x2 = max( pos[1]['x'], pos[2]['x'] ) # 当前行的极右 | |
| # y1 = min( pos[0]['y'], pos[1]['y'] ) # 当前行的极上 | |
| # y2 = max( pos[2]['y'], pos[3]['y'] ) # 当前行的极下 | |
| # # img_color = cv2.rectangle(img_color, (x1, y1), (x2, y2), (0, 255, 0), 2) # 矩形的左上角, 矩形的右下角 | |
| # img_color = cv2.rectangle(img_color, (lu[0], lu[1]), (rd[0], rd[1]), (0, 255, 0), 2) # 矩形的左上角, 矩形的右下角 | |
| # # cv2.imshow("green", img_color) | |
| # # cv2.waitKey(0) | |
| # cv2.imwrite('./tmp.jpg', img_color) | |
| # if error: | |
| # print("Error occurred:", error) | |
| # else: | |
| # print("Result:", jsn) | |
| # # ocr_one_img() | |
| # def ocr_one_pdf(pth_pdf): | |
| # """ | |
| # see huggingface/PPOCRLabel use this to correct ocr result | |
| # """ | |
| # import cv2 | |
| # import numpy as np | |
| # import base64 | |
| # import hashlib | |
| # from pathlib import Path | |
| # import os | |
| # import json | |
| # base = Path(pth_pdf).stem | |
| # dir = os.path.dirname(pth_pdf) | |
| # def get_page_image(reader, page_num): | |
| # page_num = int(page_num) | |
| # page = reader.pages[page_num - 1] | |
| # text = page.extract_text() | |
| # for idx, image_file_object in enumerate(page.images): | |
| # img_bytes = image_file_object.data | |
| # img_buffer_numpy = np.frombuffer(img_bytes, dtype=np.uint8) # 将图片字节码 bytes 转换成一维的 numpy 数组到缓存中 | |
| # ocr_frame = cv2.imdecode(img_buffer_numpy, 1) # 从指定的内存缓存中读取一维 numpy 数据，并把数据转换(解码)成图像矩阵格式 | |
| # ocr_frame = cv2.cvtColor(ocr_frame, cv2.COLOR_BGR2RGB) | |
| # # cv2.imshow('test', self.ocr_frame) | |
| # # cv2.waitKey(0) | |
| # break | |
| # return ocr_frame | |
| # def md5_file(fname): | |
| # hash_md5 = hashlib.md5() | |
| # with open(fname, "rb") as f: | |
| # for chunk in iter(lambda: f.read(4096), b""): | |
| # hash_md5.update(chunk) | |
| # return hash_md5.hexdigest() | |
| # def md5_bytes(bts): | |
| # hash_md5 = hashlib.md5() | |
| # chunk_size = 4096 | |
| # for i in range(0, len(bts), chunk_size): | |
| # chunk = bts[i:i+chunk_size] | |
| # hash_md5.update(chunk) | |
| # return hash_md5.hexdigest() | |
| # def jsonparse(s): | |
| # return json.loads(s, strict=False ) | |
| # def jsonstring(d): | |
| # return json.dumps(d, ensure_ascii=False) | |
| # from pypdf import PdfReader | |
| # reader = PdfReader(pth_pdf) | |
| # number_of_pages = len(reader.pages) | |
| # # see huggingface/PPOCRLabel/PPOCRLabel.py for image notation | |
| # name_pp_label = 'Label.txt' | |
| # pth_pp_label = os.path.join(dir, name_pp_label) | |
| # pp_label_text = '' | |
| # # real/0010.jpg [{"transcription": "待识别", "points": [[137, 77], [740, 77], [740, 165], [137, 165]], "difficult": false}] | |
| # # points 是框选的矩形四个角坐标： 左上 右上 右下 左下 | |
| # name_pp_state = 'fileState.txt' | |
| # pth_pp_state = os.path.join(dir, name_pp_state) | |
| # pp_state_text = '' | |
| # # E:\huggingface\pdf_ocr\pdfs\jp\高木直子学日语文法不要想太多\0010.jpg 1 | |
| # # 只能在 windows 平台用绝对路径 | |
| # for nth_page in range(1, number_of_pages+1): | |
| # if nth_page > 1000: | |
| # break | |
| # img_color = get_page_image(reader, nth_page) | |
| # cv2.imwrite('./tmp.jpg', cv2.cvtColor(img_color, cv2.COLOR_RGB2BGR)) | |
| # # 把img 对象编码为jpg 格式 | |
| # success, encoded_image = cv2.imencode(".jpg", cv2.cvtColor(img_color, cv2.COLOR_RGB2BGR)) | |
| # # 将数组转为bytes | |
| # img_bts = encoded_image.tobytes() # 等价于tostring() | |
| # m51 = md5_bytes(img_bts) | |
| # with open('tmp.jpg', 'wb') as f: | |
| # f.write(img_bts) | |
| # m52 = md5_file('tmp.jpg') | |
| # assert m51 == m52 | |
| # img_b64_str = base64.b64encode(img_bts).decode('utf-8') | |
| # img_name = "{:04d}.jpg".format(nth_page) | |
| # pth_img = os.path.join(dir, img_name) | |
| # jsn_name = "{:04d}.json".format(nth_page) | |
| # pth_jsn = os.path.join(dir, jsn_name) | |
| # label_left = f'{Path(dir).stem}/{img_name}' # for ppocrlabel | |
| # label_right = [] | |
| # pp_state_text += 'E:\\huggingface\\pdf_ocr\\'+ dir.replace('/', '\\') + '\\' + "{:04d}.jpg".format(nth_page) + '\t' + '1\n' | |
| # jsn = None | |
| # if not os.path.exists(pth_jsn): | |
| # jsn, error = ali_ocr(img_b64_str, alicr_config) | |
| # if not jsn: | |
| # raise Exception(f'### error: ocr fail. {error}') | |
| # print(jsn) | |
| # with open(pth_jsn, 'w', encoding='utf-8') as f: | |
| # f.write( jsonstring(jsn) ) | |
| # with open(pth_img, 'wb') as f: | |
| # f.write(img_bts) | |
| # else: | |
| # print(f'### this page ocr already: {pth_jsn}') | |
| # if not os.path.exists(pth_jsn): | |
| # raise Exception(f'### error: not jsn file. {pth_jsn}') | |
| # with open(pth_jsn, 'r', encoding='utf-8') as f: | |
| # s = f.read() | |
| # jsn = jsonparse(s) | |
| # if 'prism_wordsInfo' in jsn: | |
| # wordsInfo = jsn['prism_wordsInfo'] | |
| # else: | |
| # wordsInfo = [] | |
| # for j in range(len(wordsInfo)): | |
| # jo = wordsInfo[j] | |
| # word = jo["word"] | |
| # # prism-wordsInfo 里的 angle 文字块的角度，这个角度只影响width和height，当角度为-90、90、-270、270，width和height的值需要自行互换 | |
| # angle = jo['angle'] | |
| # word_x = jo['x'] | |
| # word_y = jo['y'] | |
| # word_width = jo['width'] | |
| # word_height = jo['height'] | |
| # if abs(angle) == 90 or abs(angle) == 270: | |
| # word_width = jo['height'] | |
| # word_height = jo['width'] | |
| # pos = jo['pos'] | |
| # # 四个角的位置 左上、右上、右下、左下 顺时针方向 | |
| # lu = [pos[0]['x'], pos[0]['y']] | |
| # ru = [pos[1]['x'], pos[1]['y']] | |
| # rd = [pos[2]['x'], pos[2]['y']] | |
| # ld = [pos[3]['x'], pos[3]['y']] | |
| # label_right.append( { "transcription": word, "points":[ lu, ru, rd, ld ] } ) | |
| # x1 = min( pos[0]['x'], pos[3]['x'] ) # 当前行的极左 | |
| # x2 = max( pos[1]['x'], pos[2]['x'] ) # 当前行的极右 | |
| # y1 = min( pos[0]['y'], pos[1]['y'] ) # 当前行的极上 | |
| # y2 = max( pos[2]['y'], pos[3]['y'] ) # 当前行的极下 | |
| # # img_color = cv2.rectangle(img_color, (x1, y1), (x2, y2), (0, 255, 0), 2) # 矩形的左上角, 矩形的右下角 | |
| # img_color = cv2.rectangle(img_color, (lu[0], lu[1]), (rd[0], rd[1]), (0, 255, 0), 2) # 矩形的左上角, 矩形的右下角 | |
| # # cv2.imshow("green", img_color) | |
| # # cv2.waitKey(0) | |
| # pp_label_text += f'{label_left}\t{jsonstring(label_right)}\n' | |
| # cv2.imwrite('./tmp.jpg', cv2.cvtColor(img_color, cv2.COLOR_RGB2BGR)) | |
| # print( f'one page done. {nth_page} / {number_of_pages}' ) | |
| # if not os.path.exists(pth_pp_label): | |
| # # if exist, maybe ppocrlabel edited already. DO NOT rewrite it!!! | |
| # if pp_label_text: | |
| # with open(pth_pp_label, 'w', encoding='utf-8') as f: | |
| # f.write(pp_label_text) | |
| # if not os.path.exists(pth_pp_state): | |
| # # if exist, maybe ppocrlabel edited already. DO NOT rewrite it!!! | |
| # if pp_state_text: | |
| # with open(pth_pp_state, 'w', encoding='utf-8') as f: | |
| # f.write(pp_state_text) | |
| # if __name__ == '__main__': | |
| # # ocr_one_pdf('pdfs/jp/高木直子学日语文法不要想太多/高木直子学日语文法不要想太多.pdf') | |
| # # ocr_one_pdf('pdfs/jp/刘炳善英汉双解莎士比亚大词典续编/刘炳善英汉双解莎士比亚大词典续编.pdf') | |
| # # ocr_one_pdf('pdfs/en/TIME单挑1000/TIME单挑1000.pdf') | |
| # # ocr_one_pdf('pdfs/en/TIME片挑200/TIME片挑200.pdf') | |
| # ocr_one_pdf('pdfs/jp/徐一平日本语句型辞典/徐一平日本语句型辞典.pdf') # 李致雨N2词汇详解 提取的图片几乎不可见，不要了 | |