Return the image info. Returns: dict: { img: np.ndarray, width: int, height: int

Get the inference result. Returns: list: the inference result generated by model

Initialize MonkeyOCR model

insert text. Args: coord (list[float]): four elements array contain the top-left and bottom-right coordinates, [x0, y0, x1, y1]

load image from base64 format.

Main function providing command line interface

Parse all PDF and image files in a folder Args: folder_path: Input folder path output_dir: Output directory conf

parse logits to orders :param logits: logits from model :param length: input length :return: orders

Parse a group of mixed PDF and image files using MultiFileDataset Args: file_paths: List of file paths (PDF and images)

example: s3://abc/xxxx.json?bytes=0,81350 ==> [0, 81350]

Apply patch

Patch the calibrate.py file by commenting out problematic code

Process inference results asynchronously

Process a single page result asynchronously

Process single result asynchronously

Read at offset and limit. Args: path (str): the path of file, if the path is relative path, it will be joined with parent_dir.

Read the file at offset and limit. Args: path (str): the file path offset (int, optional): the number of bytes skippe

Read the file with offset and limit, select diffect bucket client for each request based on the bucket. Args: path (str):

Render LaTeX table to image and return base64 encoding

Restore the calibrate.py file by removing comment symbols

Show usage information

Shutdown service

Single task recognition for a group of mixed PDF and image files Args: file_paths: List of file paths (PDF and images) o

Validate the effectiveness of API URL and key

Args: img: points: [N, 8] 8: x1,y1,x2,y2,x3,y3,x3,y4 texts: color: Returns:

Write the data to the file. Args: path (str): the target file where to write data (bytes): the data want to write

Destructor

Destructor

Initialized. Args: pipe_res (list[dict]): the pipeline processed result of model inference result dataset (Dataset):

Initialized method. Args: inference_results (list): the inference result generated by model dataset (Dataset): the da

Initialized method. Args: inference_results (list): the inference result generated by model dataset (Dataset): the da