Our group chose to train an engine based on terms and phrases you would find on a nutrition label. We thought it would be specific enough and important enough to affect a global scale of files that would need to be translated. Most countries require that nutrition labels be placed on any consumable product available for purchase, that means getting translations to fit the needs of a specific country. Also because they are predefined, Machine translation would be the most efficient method of translation.

Below are our dictionary files:

Nutrition File 01

We complied the above list from nutrition labels of products around our houses. For example, looked at a can of energy drink I had in the fridge:

Energy drink label

After compiling the list, we uploaded the data into the custom translator and trained the data with a model. Screenshots of the process have been added below for a more accurate visualization:

Data file has been uploaded
Data visible in the translator with a language selector
Results of the model training