link_dl

link_deep_learning

environment

''' conda create -n link_dl python=3.10 conda activate link_dl '''

pull repository

''' git clone git@github.com:linklab/link_dl.git '''

dependencies

'''

• pip install torch
• pip install torchvision
• pip install pandas
• pip install scikit-learn
• pip install matplotlib
• pip install imageio
• pip install graphviz
• pip install torchviz
• pip install wandb
• pip install torchinfo '''

Graphviz

• for MAC: brew install graphviz

Data

General Data

https://drive.google.com/file/d/1f7iEO5E25KVFE9qPyGZl8_dp_nY_1pug/view?usp=drive_link

YOLO Data

• https://www.kaggle.com/datasets/734b7bcb7ef13a045cbdd007a3c19874c2586ed0b02b4afc86126e89d00af8d2?resource=download

Reference

• https://kikaben.com/gradient-descent-optimizers/

YOLO

• https://www.kaggle.com/code/mamun18/yolov1-implementation-with-pytorch
• https://aigong.tistory.com/438#google_vignette