fThSrSSKrSSKJr SSKJrJr SSKJr SSK J r SSK J r J r Jr SS KJrJr "S S \ S S 9r"SS\ 5rS/rg)z Processor class for TrOCR. N)contextmanager)ListUnion) BatchFeature) ImageInput)ProcessingKwargsProcessorMixinUnpack)PreTokenizedInput TextInputc\rSrSr0rSrg)TrOCRProcessorKwargsN)__name__ __module__ __qualname____firstlineno__ _defaults__static_attributes__rb/var/www/auris/envauris/lib/python3.13/site-packages/transformers/models/trocr/processing_trocr.pyrrsIrrF)totalc ^\rSrSrSrSS/rSrSrSU4SjjrSS\ S \ \ \ \ \ \ \ 4S \\S \4S jjrS rSr\S5r\S5r\S5rSrU=r$)TrOCRProcessor!a Constructs a TrOCR processor which wraps a vision image processor and a TrOCR tokenizer into a single processor. [`TrOCRProcessor`] offers all the functionalities of [`ViTImageProcessor`/`DeiTImageProcessor`] and [`RobertaTokenizer`/`XLMRobertaTokenizer`]. See the [`~TrOCRProcessor.__call__`] and [`~TrOCRProcessor.decode`] for more information. Args: image_processor ([`ViTImageProcessor`/`DeiTImageProcessor`], *optional*): An instance of [`ViTImageProcessor`/`DeiTImageProcessor`]. The image processor is a required input. tokenizer ([`RobertaTokenizer`/`XLMRobertaTokenizer`], *optional*): An instance of [`RobertaTokenizer`/`XLMRobertaTokenizer`]. The tokenizer is a required input. image_processor tokenizerAutoImageProcessor AutoTokenizerc >SnSU;a,[R"S[5 URS5nUbUOUnUc [ S5eUc [ S5e[ TU]X5 URUlSUl g)Nfeature_extractorzhThe `feature_extractor` argument is deprecated and will be removed in v5, use `image_processor` instead.z)You need to specify an `image_processor`.z"You need to specify a `tokenizer`.F) warningswarn FutureWarningpop ValueErrorsuper__init__rcurrent_processor_in_target_context_manager)selfrrkwargsr# __class__s rr*TrOCRProcessor.__init__4s  & ( MM  !' +> ? -<-H/N_  "HI I  AB B 4!%!5!5*/'rimagestextr.returnc RUR(aUR"U40UD6$UcUc [S5eUR"[4SUR R 0UD6nUbUR"U40USD6nUbUR "U40USD6nUcW$UcW$WSWS'U$)ax When used in normal mode, this method forwards all its arguments to AutoImageProcessor's [`~AutoImageProcessor.__call__`] and returns its output. If used in the context [`~TrOCRProcessor.as_target_processor`] this method forwards all its arguments to TrOCRTokenizer's [`~TrOCRTokenizer.__call__`]. Please refer to the docstring of the above two methods for more information. zBYou need to specify either an `images` or `text` input to process.tokenizer_init_kwargs images_kwargs text_kwargs input_idslabels)r,r+r( _merge_kwargsrr init_kwargsr) r-r1r2audiovideosr. output_kwargsinputs encodingss r__call__TrOCRProcessor.__call__Hs  * *))&;F; ; >dlab b**  "&.."<"<   ))&SM/4RSF  tL}]/KLI <M ^ (5F8 Mrc:URR"U0UD6$)z This method forwards all its arguments to TrOCRTokenizer's [`~PreTrainedTokenizer.batch_decode`]. Please refer to the docstring of this method for more information. )r batch_decoder-argsr.s rrDTrOCRProcessor.batch_decodeps ~~**D;F;;rc:URR"U0UD6$)z This method forwards all its arguments to TrOCRTokenizer's [`~PreTrainedTokenizer.decode`]. Please refer to the docstring of this method for more information. )rdecoderEs rrITrOCRProcessor.decodews ~~$$d5f55rc## [R"S5 SUlURUlSv UR UlSUlg7f)zq Temporarily sets the tokenizer for processing the input. Useful for encoding the labels when fine-tuning TrOCR. z`as_target_processor` is deprecated and will be removed in v5 of Transformers. You can process your labels by using the argument `text` of the regular `__call__` method (either in the same call as your images inputs, or in a separate call.TNF)r$r%r,rr+rr-s ras_target_processor"TrOCRProcessor.as_target_processor~sG   9 +/'!% !%!5!5*/'sA AcP[R"S[5 UR$)Nzg`feature_extractor_class` is deprecated and will be removed in v5. Use `image_processor_class` instead.)r$r%r&image_processor_classrLs rfeature_extractor_class&TrOCRProcessor.feature_extractor_classs" u  )))rcP[R"S[5 UR$)Nz[`feature_extractor` is deprecated and will be removed in v5. Use `image_processor` instead.)r$r%r&rrLs rr# TrOCRProcessor.feature_extractors" i  ###r)r,r+)NN)NNNN)rrrr__doc__ attributesrPtokenizer_classr*rrr r rr rrrArDrIrrMpropertyrQr#r __classcell__)r/s@rrr!s $[1J0%O0,"^b &&I0$y/4HYCZZ[& -. & &P<6 0 0**$$rr)rUr$ contextlibrtypingrrimage_processing_utilsr image_utilsrprocessing_utilsr r r tokenization_utils_baser r rr__all__rrrrasL%2%HHC+5{$^{$|  r