Livoa LogoLivoa
CLIENT SIDE


(Web Browser Interface)

FLASK SERVER


(Application Logic)

EasyOCR

(English Text Extraction)

Text Preprocessing

(Cleaning + Normalization)


Clean English Caption

(Final OCR Output)

mBART Tokenizer

(Tokenization + Lang Tag)

mBART-50 Model

(Multilingual Translation)


Tamil / Telugu / Malayalam

Translation

BART-MNLI Classifier

Scene / Context Detection

Context Category Prediction
Scene Label


(e.g., “animal”)

RESULT PAGE


• Uploaded Image

• English Extracted Caption

• Translated Output

• Scene / Context Label

proposed

by Tanuja

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