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In this repo I have built an CNN-RNN model which can automatically generate captions from images. I have the Microsoft Common Objects in COntext (MS COCO) dataset to train my network and tested it on novel images.

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amanjeetsahu/Image-Captioning-using-Deep-Learning

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images

images

 
 

0_Dataset.ipynb

0_Dataset.ipynb

 
 

1_Preliminaries.ipynb

1_Preliminaries.ipynb

 
 

2_Training.ipynb

2_Training.ipynb

 
 

3_Inference.ipynb

3_Inference.ipynb

 
 

4_Zip Your Project Files and Submit.ipynb

4_Zip Your Project Files and Submit.ipynb

 
 

data_loader.py

data_loader.py

 
 

filelist.txt

filelist.txt

 
 

model.py

model.py

 
 

training_log.txt

training_log.txt

 
 

vocab.pkl

vocab.pkl

 
 

vocabulary.py

vocabulary.py

 
 

workspace_utils.py

workspace_utils.py

 
 

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In this repo I have built an CNN-RNN model which can automatically generate captions from images. I have the Microsoft Common Objects in COntext (MS COCO) dataset to train my network and tested it on novel images.

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