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AI_Reseach_Lab
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Week1
Folder: Study/AI_Reseach_Lab/Week1
14 items under this folder.
Feb 16, 2026
0. 개발 환경 구성 및 프로젝트 관리 시작
week_1
pytorch
conda
Feb 16, 2026
1. 파이토치 기본 튜토리얼 정복하기
week_1
pytorch
tensor
Feb 16, 2026
1.1 Autograd & requires_grad=True
week_1
pytorch
Autograd
DAG
requires_grad
gradient
Feb 16, 2026
1.2 기본 훈련 루프
week_1
pytorch
custom_dataset
data_loader
loss_fn
Feb 16, 2026
2. 이미지 증강(Augmentation) 직접 만들기
week_1
pytorch
image_augment
Feb 16, 2026
3. '고양이 vs 강아지' 분류 모델 만들기 (Custom Dataset)
week_1
pytorch
classification
Feb 16, 2026
3.1 Config
Feb 16, 2026
3.2 Transform
Feb 16, 2026
3.3 Dataset
Feb 16, 2026
3.4 DataLoader
Feb 16, 2026
3.5 Model
Feb 16, 2026
3.6 Trainer
Feb 16, 2026
3.7 Eval
Feb 16, 2026
3.8 Test