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add GenerationMixin inheritance - needed for transformers >= 4.50
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kha-white committed Oct 11, 2024
1 parent 083ddbd commit 0588d90
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2 changes: 1 addition & 1 deletion manga_ocr/_version.py
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__version__ = "0.1.12"
__version__ = "0.1.13"
7 changes: 5 additions & 2 deletions manga_ocr/ocr.py
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import torch
from PIL import Image
from loguru import logger
from transformers import ViTImageProcessor, AutoTokenizer, VisionEncoderDecoderModel
from transformers import ViTImageProcessor, AutoTokenizer, VisionEncoderDecoderModel, GenerationMixin


class MangaOcrModel(VisionEncoderDecoderModel, GenerationMixin):
pass

class MangaOcr:
def __init__(self, pretrained_model_name_or_path="kha-white/manga-ocr-base", force_cpu=False):
logger.info(f"Loading OCR model from {pretrained_model_name_or_path}")
self.processor = ViTImageProcessor.from_pretrained(pretrained_model_name_or_path)
self.tokenizer = AutoTokenizer.from_pretrained(pretrained_model_name_or_path)
self.model = VisionEncoderDecoderModel.from_pretrained(pretrained_model_name_or_path)
self.model = MangaOcrModel.from_pretrained(pretrained_model_name_or_path)

if not force_cpu and torch.cuda.is_available():
logger.info("Using CUDA")
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