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AI_Reseach_Lab
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Week1
Folder: Study/AI_Reseach_Lab/Week1
14 items under this folder.
Feb 02, 2026
0. 개발 환경 구성 및 프로젝트 관리 시작
week_1
pytorch
conda
Feb 02, 2026
1. 파이토치 기본 튜토리얼 정복하기
week_1
pytorch
tensor
Feb 02, 2026
1.1 Autograd & requires_grad=True
week_1
pytorch
Autograd
DAG
requires_grad
gradient
Feb 02, 2026
1.2 기본 훈련 루프
week_1
pytorch
custom_dataset
data_loader
loss_fn
Feb 02, 2026
2. 이미지 증강(Augmentation) 직접 만들기
week_1
pytorch
image_augment
Feb 02, 2026
3. '고양이 vs 강아지' 분류 모델 만들기 (Custom Dataset)
week_1
pytorch
classification
Feb 02, 2026
3.1 Config
Feb 02, 2026
3.2 Transform
Feb 02, 2026
3.3 Dataset
Feb 02, 2026
3.4 DataLoader
Feb 02, 2026
3.5 Model
Feb 02, 2026
3.6 Trainer
Feb 02, 2026
3.7 Eval
Feb 02, 2026
3.8 Test