Print information about the VQA annotation file. :return:

Load questions and answers with the specified question ids. :param ids (int array) : integer ids specifying question ids

Load result file and return a result object. :param resFile (str) : file name of result file :return: res (obj)

Load checkpoint as specified in the config file. If load_finetuned is True, load the finetuned model; otherwise, load the pretrained

Example >>> dataset = load_dataset("coco_caption", cfg=None) >>> splits = dataset.keys() >>> print([len(dataset[split]) for split in

Common i/o utility to handle loading data from various file formats. Supported: .pkl, .pickle, .npy, .json For the npy files, we

Load supported models. To list all available models and types in registry: >>> from minigpt4.models import model_zoo >>> print(model

Load model and its related preprocessors. List all available models and types in registry: >>> from minigpt4.models import model_zoo

Example >>> processor = load_processor("alpro_video_train", cfg=None)

A property to get and create learning rate scheduler by split just in need.

same output as PIL.ImageOps.posterize

r"""Register a dataset builder to registry with key 'name' Args: name: Key with which the builder will be registered. Us

r"""Register a model to registry with key 'name' Args: name: Key with which the task will be registered. Usage:

r"""Register a task to registry with key 'name' Args: name: Key with which the task will be registered. Usage:

r"""Register a processor to registry with key 'name' Args: name: Key with which the task will be registered. Usage:

r"""Register a model to registry with key 'name' Args: name: Key with which the task will be registered. Usage:

r"""Register a task to registry with key 'name' Args: name: Key with which the task will be registered. Usage:

like PIL, rotate by degree, not radians

Common i/o utility to handle saving data to various file formats. Supported: .pkl, .pickle, .npy, .json Specifically for .json, u

The differences the this result and PIL are all on the 4 boundaries, the center areas are same

Display the specified annotations. :param anns (array of object): annotations to display :return: None

same output as PIL.ImageOps.posterize

Warning: does not synchronize the deque!

Utility function to transform a view URL of google drive to a download URL for google drive Example input: https://drive.google.c

same output as PIL.Image.transform

same output as PIL.Image.transform

r"""Remove an item from registry with key 'name' Args: name: Key which needs to be removed. Usage:: from mmf