Visual Attention | Image Captioning | Visualization | tensorflow | python

Published: 17 April 2022
on channel: Image Processing, CV, ML, DL & AI Projects
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Image Caption Generation with Visual Attention using tensorflow / python
Using InceptionV3 to as CNN-Encoder to extract features from images
Using BahdanauAttention as part of RNN-Decoder
Trained on MS-COCO 2017 dataset with 20 epochs only
Predicted captions are shown along with attention-weights overlayed on the test input images
Parts of an image that get higher attention for a given word (in the caption predicted) are brighter

(#python #imageprocessing #mscoco #attention #inception #captiongeneration #rnn #cnn #cv #vision )


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