* @brief Softmax function. * * @param input The input vector. * @return The softmax result. */

! @brief public accept interface @param[in] strict whether to expect the last token to be EOF @return whether the input is a proper JSON

Calculate the overlap ratio between two rectangular boxes. Parameters: - box1: The first rectangle, format ((x1, y1), (x2, y2)), where (x

@brief returns an iterator to one past the last element @sa https://json.nlohmann.me/api/basic_json/cend/

@brief checks whether the container is empty. @sa https://json.nlohmann.me/api/basic_json/empty/

@brief return whether value is a boolean @sa https://json.nlohmann.me/api/basic_json/is_boolean/

! @brief replace all occurrences of a substring by another string @param[in,out] s the string to manipulate; changed so that all occu

set iterator to a defined past the end

* @brief Get the size of the output image Tensor * @param index Index of the output layer * @return Dimensions information composed of vario

* @brief Set the data stream for the input layer * @param index Index of the input layer * @param data Pointer to the input data * @par

Check if ModelScope is available when needed and provide helpful error message if not. Exits the program if ModelScope is needed but not

Convert image to ImageStream if needed

@brief returns a const iterator to the first element @sa https://json.nlohmann.me/api/basic_json/cbegin/

Processes detected faces to extract additional attributes based on the provided execution parameters. Args: image (np.nd

Get the current memory usage in MB

Method of obtaining singleton instance

@brief return whether value is a floating-point number @sa https://json.nlohmann.me/api/basic_json/is_number_float/

@brief return whether value is an integer number @sa https://json.nlohmann.me/api/basic_json/is_number_integer/

Load image data from an OpenCV image (numpy ndarray). Args: image (np.ndarray): The image data as a numpy array.

set iterator to a defined beginning

Set whether to use OSS download instead of ModelScope Args: use_oss (bool): If True, use OSS download; if False, use ModelScope (defa

! @brief unget current character (read it again on next get) We implement unget by setting variable next_unget to true. The input is not

Acquire resource (blocking mode)

Exponential Moving Average (EMA) filter function

Generate crop scales