✋🏻 Ego-Vision 손동작 인식 AI 경진대회 Solution (Private 12th)

Contents

• Overall Solution
• Code Structure
• How To Train & Inference
• Collaborators

Overall Solution

• EfficientNetB7과 Swin-Large 모델 앙상블
• Augmentation으로는 Mixup, Rotate, RandomBrightnessContrast, CoarseDropout 사용

Code Structure

.
├── DATA
├── README.md
├── config
│   ├── cfg1.yml
│   └── cfg2.yml
├── dirstructure.txt
├── ensemble.py
├── inference.py
├── models
├── modules
│   ├── dataset.py
│   ├── losses.py
│   ├── models.py
│   ├── optimizers.py
│   ├── schedulers.py
│   └── utils.py
├── submissions
└── train.py

How To Train & Inference

• Model1 & Model2 Train

$ python train.py --config cfg1.yml
$ python train.py --config cfg2.yml

• Model1 & Model2 Inference

$ python inference.py --config cfg1.yml
$ python inference.py --config cfg2.yml

• ensemble

$ python ensemble.py

Collaborators

• shjas94(허재섭)
• chanyub(신찬엽)