- Remove all the bounding boxes whose confidence is less than confidence threshld
- For a particular category, find the bounding box with highest confidence score
- Check its IOU with the other bounding boxes of same category
- If the IOU > IOU threshold, this means that the box is bounding the same object in such case, we remove or suppress these boxes.