주차 | 모델명 | 내용 | 논문 |
---|---|---|---|
1주차(1/18) | VGG16 | VGG16 필사 | Very Deep Convolutional Networks for Large-Scale Image Recognition |
2주차(1/25) | VGG16 | VGG16 아키텍처 구현 & 데이터 변경 | - |
3주차(2/1) | U-Net | U-Net 필사 | U-Net: Convolutional Networks for Biomedical Image Segmentation |
4주차(2/8) | U-Net | U-Net 아키텍처 구현 & Copy and crop 구조 변경 | - |
5주차(2/15) | Transformer | Transformer 필사 | Attention Is All You Need |
6주차(2/22) | Transformer | Transformer 아키텍처 구현 & 데이터 변경 | - |
7주차(2/29) | YOLO | YOLO 필사 | You Only Look Once: Unified, Real-Time Object Detection |
8주차(3/7) | YOLO | YOLO 아키텍처 구현 & 데이터 변경 | - |
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[ 인공지능 학회 ] 5th 운영진 논문 구현 스터디
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