It is true that nowadays nobody sees the Industrial Revolution as a revolution. Revolution means radical and sudden changes in the existing situation. Industrialization did not happen suddenly.
In fact, industrialization was a slow process. It was a continuation of the existing situation. Things like concentration of workers in factories and extensive use of money were already in existence in England. Therefore industrialization cannot be seen as a revolution.
Industrialization in England was a regional process. Until the 19th century, a major portion of England had no factories or mines. Industrialization was centered around a few cities like London, Manchester, Birmingham, and Newcastle. That means industrialization there was a regional affair. It did not happen throughout the country. Therefore using the term industrial revolution is quite inappropriate.