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AI_Reseach_Lab
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Week1
Folder: Study/AI_Reseach_Lab/Week1
14 items under this folder.
Jan 26, 2026
0. 개발 환경 구성 및 프로젝트 관리 시작
week_1
pytorch
conda
Jan 26, 2026
1. 파이토치 기본 튜토리얼 정복하기
week_1
pytorch
tensor
Jan 26, 2026
1.1 Autograd & requires_grad=True
week_1
pytorch
Autograd
DAG
requires_grad
gradient
Jan 26, 2026
1.2 기본 훈련 루프
week_1
pytorch
custom_dataset
data_loader
loss_fn
Jan 26, 2026
2. 이미지 증강(Augmentation) 직접 만들기
week_1
pytorch
image_augment
Jan 26, 2026
3. '고양이 vs 강아지' 분류 모델 만들기 (Custom Dataset)
week_1
pytorch
classification
Jan 26, 2026
3.1 Config
Jan 26, 2026
3.2 Transform
Jan 26, 2026
3.3 Dataset
Jan 26, 2026
3.4 DataLoader
Jan 26, 2026
3.5 Model
Jan 26, 2026
3.6 Trainer
Jan 26, 2026
3.7 Eval
Jan 26, 2026
3.8 Test