Semantic Segmentation Bible
Level2 U Stage + P Stage
2021.10.18 ~ 2021.11.10
1. What is semantic segmentaion?
- Introduction, 평가 Metric, Loss
2. FCN
3. FCN의 한계를 극복한 모델들
4. Unet⭐️
- Unet++
- EfficientUnet, DenseUnet, ResidualUnet -> Encoder에 각기 다른 backbone을 활용함
5. Semantic Segmentation 대회 Tip!
6. Semantic Segmentation 연구 동향
- HRNet의 필요성
- WSSS 개요
- CAM 기반의 접근
- WSSS History
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