Created a Deep Learning Model that Caption the Image with good accuracy using RNN,CNN,word2vec and Keras.
In this project we worked on the flicker8k dataset and tried to train a deep learning model that can caption the image by itself. Further more we hosted the trained model using django and connect the model to the bot that can take a image as a input and output the image with captions on it.
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Image Caption Bot uses following technologies:
- [HTML CSS] - For good GUI.
- [Python] - All the backend and machine learning code is writtern in Python.
- [Tensorflow] - To server keras a backend
- [Django] - For backend services
Image Caption Bot requires Python v3+ to run.
git clone https://github.com/Chetan45s/Image-Caption-Bot.git
cd Image-Caption-Bot
pip install virtualenv
mkvirtualenv image_bot
workon image_bot
pip install -r requirement.txt (This may take some time as we required to install tensorflow)
python manage.py runserver
Now, switch to https://locahost:8000
It will look something like this
