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app.py

@@ -11,12 +11,6 @@ from transformers import (
     AutoTokenizer,
 )
 from IndicTransToolkit import IndicProcessor
-model_name = "ai4bharat/indictrans2-indic-en-1B"
-tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
-
-model = AutoModelForSeq2SeqLM.from_pretrained(model_name, trust_remote_code=True)
-
-ip = IndicProcessor(inference=True)
 
 
 
@@ -27,6 +21,13 @@ DEVICE = "cpu"
 # Initialize the OCR object for text detection and recognition
 ocr = OCR(device="cpu", verbose=False)
 def translate_en_hin(given_str):
+    model_name = "ai4bharat/indictrans2-en-indic-1B"
+    tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
+
+    model = AutoModelForSeq2SeqLM.from_pretrained(model_name, trust_remote_code=True)
+
+    ip = IndicProcessor(inference=True)
+
     model = model.to(DEVICE)
     model.eval()
     src_lang, tgt_lang = "eng_Latn", "hin_Deva"