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image-caption's Introduction

Image-caption Using End2end CNN , LSTM based Model!

The aim of the project is to generate a caption for images.
Each image has a story, Image Captioning narrates it.

this model is bases on Show and Tell: A Neural Image Caption Generator

๐Ÿ“– Documentation

How to Run

Install the requirements:

pip3 install -r requirements.txt 

Running the Model

python3 model.py

Results

The results are not bad at all! a lot of test cases gonna be so realistic, but the model still needs more training

Paper

This project is an implementation of the Show and Tell, published 2015.

Dataset

Model Used

Experiments

Future Work

-Training, Training and more Training
-Using Resnet instead of VGG16
-Creating API for production level
-Using Word2Vec embedding.

image-caption's People

Contributors

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