intro

• 01-lighting-hydra-mnist cnn
• 02-wheat (lighting, hydra) fasterrcnn_resnet50_fpn albumentations cv2
• 03-torchvision-finetuning maskrcnn_resnet50_fpn torchvision.transforms PIL
• 04-face-detection (lighting) FasterRCNN albumentations + custom skimage
• 05-effdet (lighting) effdet albumentations PIL

options

• lighting
• hydra

특징들

• jpg를 read할때 뭘 사용하는가?(cv2, PIL, sk-image, torchvision)
• transform을 하는 방법(직접, albumentation, torchvision)
• model의 input, output type

Reference

• https://github.com/sgrvinod/a-PyTorch-Tutorial-to-Object-Detection