In this project, we are expected to perform automation tasks on the documents provided by the Atlas Copco Team. These documents consist of instruction manuals for the equipment. According to their suggested workflow, they have divided tasks into two phases: Phase 1, which involves AIB preparation, and Phase 2, which includes translation. Currently, we are working on Phase 2, where we are developing translation models to translate text presented in the AIB documents.
Generated a model for translating text data by leveraging the capabilities of Marian NMT library from English to German, French, Chinese, Spanish. Developed a code for calculating accuracy of text data using NLTK library of Python and translated text from one language to another, wherein from a minimal score of 40% I optimized it to a mark of 64%.