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AI_Reseach_Lab
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Week1
Folder: Study/AI_Reseach_Lab/Week1
14 items under this folder.
Jan 09, 2026
0. 개발 환경 구성 및 프로젝트 관리 시작
week_1
pytorch
conda
Jan 09, 2026
1. 파이토치 기본 튜토리얼 정복하기
week_1
pytorch
tensor
Jan 09, 2026
1.1 Autograd & requires_grad=True
week_1
pytorch
Autograd
DAG
requires_grad
gradient
Jan 09, 2026
1.2 기본 훈련 루프
week_1
pytorch
custom_dataset
data_loader
loss_fn
Jan 09, 2026
2. 이미지 증강(Augmentation) 직접 만들기
week_1
pytorch
image_augment
Jan 09, 2026
3. '고양이 vs 강아지' 분류 모델 만들기 (Custom Dataset)
week_1
pytorch
classification
Jan 09, 2026
3.1 Config
Jan 09, 2026
3.2 Transform
Jan 09, 2026
3.3 Dataset
Jan 09, 2026
3.4 DataLoader
Jan 09, 2026
3.5 Model
Jan 09, 2026
3.6 Trainer
Jan 09, 2026
3.7 Eval
Jan 09, 2026
3.8 Test