Awesome
ISD: Interpolation-based Semi-supervised learning for object Detection (CVPR 2021)
By Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak
For more details, please refer to our arXiv paper
Installation & Preparation
We experimented with ISD using the SSD pytorch framework. To use our model, complete the installation & preparation on the SSD pytorch homepage
prerequisites
- Python 3.6
- Pytorch 1.5.0
Supervised learning
python train_ssd.py
CSD training
python train_csd.py
ISD training
python train_isd.py
Evaluation
python eval.py