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Project-Image-caption-generator

An image caption generator is a system that automatically generates textual descriptions or captions for images. The model was trained on flicker dataset available on kaggle. Here pre-trained VGG16 model is used. The dataset consist of 6000 images used to train the model and rest to test and validate. I validated the caption predicted by my trained model using Bilingual evaluation understudy (BLEU) BLEU is a well-acknowledged metric to measure the similarly of one hypothesis sentence to multiple reference sentences.

Uses

  1. Accessibility aid for visually impaired individuals.
  2. Content indexing and search for images.
  3. Enhancing social media engagement and content sharing.
  4. Automatic organization of large image collections.
  5. Creative applications in visual storytelling and narration.
  6. Generating product descriptions for e-commerce.
  7. Advancing AI research in image understanding and language generation.

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