cs231n 11강 youtube 강의 링크
cs231n 공개 강의자료
cs231n 과제 링크

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CS231n 11강 - Detection and Segmentation

Keywords

• Semantic Segmentation(Sliding window, Fully convolutional)
• Unsampling (Unpooling / Max Unpooling / Transpose Convolution)
• Classification + Localization
• Object Detection(Sliding window, Region proposals)
• R-CNN / Fast R-CNN(Rol Pooling) / Faster R-CNN
• Detection without proposals(YOLO / SSD)
• Object Detection + Captioning = Dense Captioning
• Instance Segmentation
• Mask R-CNN

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1. Semantic Segmentation