Beyond Classification (Segmentation & Object Detection)
π Keyword
βͺ Review
- Segmentation
- Segmentation μ΄λ? μ΄λ€ λ¨μμμ λΆλ₯ μ§ν?
- Semantic Segmentation vs Instance Segmentation
Semantic Segmentation
Instance Segmentation
- Model
- Transpose Convolution λμ λ°©μ
- FCN : μ Convolutional Layer λ§ μ¬μ©?
- U-net : μ U-net μ΄λΌ λΆλ¦¬λκ°? λͺ¨λΈ ꡬ쑰λ₯Ό λνλΈ μ΄λ―Έμ§μμ
νμ νμ΄νλ μ΄λ€ μν ?
- Object Detection
- Object Detection μ΄λ? μ΄λ»κ² μ΄λ―Έμ§μ μΌλΆλ₯Ό λΆλ₯?
- κ°μ²΄ νμ§ λͺ¨λΈμ μ£Όμ μ§νμΈ IoUλ?
- Two-Stage Detector μ One-Stage Detector μ μ°¨μ΄