README.md

Dacon: Landmark classification

Private score 2nd 0.9971

• 주최 : 크라우드웍스, 피씨엔
• 주관 : DACON
• https://dacon.io/competitions/official/235585/overview/description

Usage

1. git clone https://github.com/glee1228/landmark_dacon.git

2. edit docker-compose.yml

   services:
     main:
       container_name: landmark
       ...
       ports:
         - "{host ssh}:22"
         - "{host tensorboard}:6006"
       ipc: host
       stdin_open: true
   

3. docker-compose up -d

4. Train main.py

   #/workspace
   python main.py --ckpt_dir {ckpt directory} --epoch 100 --batch_size 64 --lr 0.001 --weight_decay 1e-5 -step 10 --gamma 0.8 

   Tensorboard

   # host에서 
   docker exec landmark tensorboard --logdir={ckpt directory} --bind_all

5. submit {ckpt directory}/submission.csv