Update app.py
Browse files
app.py
CHANGED
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@@ -45,6 +45,10 @@ class HindiSignboardTranslator:
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str: Translated English text
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"""
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try:
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# Tokenize and translate
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inputs = self.tokenizer(hindi_text, return_tensors="pt", padding=True)
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outputs = self.model.generate(**inputs)
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@@ -52,7 +56,7 @@ class HindiSignboardTranslator:
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return english_text
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except Exception as e:
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print(f"Translation Error: {e}")
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return
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def translate_signboard(self, image):
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"""
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@@ -62,6 +66,15 @@ class HindiSignboardTranslator:
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Returns:
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dict: Translation results
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"""
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# Extract text via OCR
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hindi_text = self.extract_text(image)
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@@ -79,7 +92,7 @@ class HindiSignboardTranslator:
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return {
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"status": "success",
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"original_text": hindi_text,
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"translated_text": english_text
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}
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# Initialize the translator
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@@ -106,10 +119,7 @@ iface = gr.Interface(
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],
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title="Hindi Signboard Translator",
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description="Upload a Hindi signboard image to extract and translate its text.",
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["example_signboard1.jpg"],
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["example_signboard2.jpg"]
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]
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)
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# Launch the app
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str: Translated English text
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"""
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try:
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# Handle empty or None input
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if not hindi_text:
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return "No text detected"
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# Tokenize and translate
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inputs = self.tokenizer(hindi_text, return_tensors="pt", padding=True)
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outputs = self.model.generate(**inputs)
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return english_text
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except Exception as e:
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print(f"Translation Error: {e}")
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return "Translation failed"
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def translate_signboard(self, image):
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"""
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Returns:
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dict: Translation results
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"""
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# Validate input
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if image is None:
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return {
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"status": "error",
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"message": "No image provided",
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"original_text": "",
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"translated_text": ""
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}
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# Extract text via OCR
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hindi_text = self.extract_text(image)
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return {
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"status": "success",
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"original_text": hindi_text,
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"translated_text": english_text
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}
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# Initialize the translator
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],
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title="Hindi Signboard Translator",
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description="Upload a Hindi signboard image to extract and translate its text.",
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# Removed example images
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)
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# Launch the app
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