Parsing conceptual caption does not function properly as it removes some images and replaces them with zero tensor.

[mmderakhshani]

Hi, I tried to re-train your model on Conceptual Caption dataset following this part in your readme.

I found a series of problem for parsing Conceptual Caption dataset.

1. In this line, it is believed that if an exception occurred while loading an image, the image variable will be initialized to 0; this occurs when an image file is malformed.

2. I also found that if I use the provided script to download images, most of the downloaded images become corrupted.

It may result in a model with undesirable behavior if it receives many zero images and maps it to a caption. I would greatly appreciate it if you could inform me if you are experiencing the same issue or if it is just mine.

Thanks.

[mlching]

Hi @mmderakhshani , may I know if you have found any solution?