Due to the deadliest aspect, the detection of colorectal cancer from colonoscopy videos is necessary to be accurate. According to worldwide cancer statistics, colorectal cancer is one of the most common cancers. The process of screening and the removal of precancerous cells from the large intestine is a crucial task to date. The traditional manual process is dependent on the expertise of the medical practitioner.