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image_captioning_model's Introduction

Image Captioning Model

Trained an image captioning model on my computer that generates a one line caption for an image. The model consists of two parts. One is an encoder that is a convolutional neural network that extracts features from the image. The second part is a decoder that is a recurrent neural network that generates a one line caption for the features. The decoder uses the features extracted the encoder as input.

Dataset

This model uses COCO 2017 dataset that can be downloaded from this link https://www.kaggle.com/datasets/awsaf49/coco-2017-dataset?resource=download.

image_captioning_model's People

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