




"""simple docstring"""






# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import TYPE_CHECKING

from ..models.auto import AutoModelForVisionaSeq
from ..utils import requires_backends
from .base import PipelineTool


if TYPE_CHECKING:
			from PIL import Image






class lowerCAmelCase__	(     lowercase						):






			'''simple docstring'''



			lowerCamelCase__      =			"""Salesforce/blip-image-captioning-base"""
			lowerCamelCase__      =			(
			    """This is a tool that generates a description of an image. It takes an input named `image` which should be the """
			    """image to caption, and returns a text that contains the description in English."""
			)
			lowerCamelCase__      =			"""image_captioner"""
			lowerCamelCase__      =			AutoModelForVisionaSeq

			lowerCamelCase__      =			["""image"""]
			lowerCamelCase__      =			["""text"""]
			def __init__(  self  ,      *lowercase  ,      **lowercase  ):
							requires_backends(self  ,      ['vision']  )
							super().__init__(*lowercase  ,      **lowercase  )
			def 					A_    (  self  ,      lowercase  ):
							return self.pre_processor(images=lowercase  ,      return_tensors='pt'  )
			def 					A_    (  self  ,      lowercase  ):
							return self.model.generate(**lowercase  )






			def 					A_    (  self  ,      lowercase  ):
							return self.pre_processor.batch_decode(lowercase  ,      skip_special_tokens=lowercase  )[0].strip()
"""simple docstring"""
import os
from typing import Dict, List, Tuple, TypeVar, Union


lowercase__					       =	TypeVar('T')

lowercase__					       =	Union[List[T], Tuple[T, ...]]
lowercase__					       =	Union[T, List[T], Dict[str, T]]
lowercase__					       =	Union[str, bytes, os.PathLike]


