Dacon2021 [Ego-Vision] 손동작 인식 AI 경진대회

Overview

Data Path

​```
${Motion_Folder}
├── train.py
├── main.py
├── utils.py
├── dataloader.py
|
├── pretrained
|   └── 512_1.pth
|   └── 512_2.pth
|   └── 384_768_1.pth
|   └── 384_768_2.pth
|
├── submission
|   └── final_dacon_submission.csv
|
├── data
|   └── sample_submission.csv (Dacon data)
|   └── hand_gesture_pose.csv (Dacon data)
|   └── train.csv (Our data after preprocessing)
|   └── test.csv (Our data after preprocessing)
|   
└── environment.yml
​```

Environments Settings

• CUDA version >= 11.1

• Ubuntu 18.04

$ conda env create -n ego --file environment.yml
$ conda activate ego
$ pip install git+https://github.com/ildoonet/pytorch-gradual-warmup-lr.git

Training & Save models

python main.py

Inference & Make submission

python main.py --test

Pretrained weights

• pretrained_weights