The company said it's also planning to open hundreds of new stores.
The stakes have never been higher for Adidas. Its North American sales have been falling for the past three years and Under Armour recently rose to become the No. 2 sportswear company in the US behind Nike, pushing Adidas to third place.
Here's some of the company's key proposals: