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Repository contains Python code for image pre-processing and captioning with Deep learning model

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makarovartyom/Image-Captioning-with-Attention

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Image Captioning with Attention

Repository contains Python code for image pre-processing and captioning using Deep learning model. The project baseline i.e. the structure jupyter notebooks, data loaders has been taken from Udacity Computer Vision ND project.
Detailed code explanation can found via the Medium post.

Image Dataset (images and captions) - MS COCO.

Results

Training vs Validation loss




Training vs Validation perplexity




BLEU scores




Examples

Caption generation







Visual attention




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Repository contains Python code for image pre-processing and captioning with Deep learning model

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