Explained: Reverse Attention Network (RAN) in Image Segmentation

Table Of Contents

· ⭐️ Problems
· ⭐️ A Solution
· ⭐ ️Reverse Attention Network (RAN)
∘ Reverse Branch (RB)
∘ Reverse Attention Branch (RAB)
∘ Combine the result
· ⭐️ Training
· ⭐️ Performance
· Citation

⭐️ Problems

• Most CNN-based semantic segmentation methods focus on simply getting the predictions right without mechanisms teaching the model to discern the difference between classes. (so characteristics of less common classes might be ignored)
• High-level …

artificial intelligence attention computer vision data science deep learning explained image machine learning network segmentation