Flickr dataset input for Image Captioning

nlp
1

Flickr dataset gives 5 captions for every image.
When creating the dataset getitem (). Should I return image X with a list of lists of caption ids Y?

2

I’m not familiar with the Flickr dataset. Are these captions encoded with integer values or do you want to return the strings in a list?

3

Sir I was trying to deploy my image captioning project on web . So i have to use model weight. During creating image captioning project I set the epoch to 20! So total I got 20 model weights file.So if i want to use model weights in some other file so should i need to use all the model weights file or the only last model weight file i got during training?
Plss reply sir

4

Usually you would use the checkpoint with the lowest validation loss, which you should save during training.

5

how to save it? can you please provide the code? and how to check lowest validation loss?

6

Have a look at the ImageNet example to see how to save the checkpoint for the best epoch.