Our main challenge was deploying the model on github as the size was too large for github. So, we deployed it on Herokuapp platform, in that also we weren't able to upload our best model for image captioning due to large size so we had to upload the model with minimum size. Also, due to lack of proper GPU cloud, the execution speed is quite less.