CSD: Consistency-based Semi-supervised learning for object Detection

Last update: Dec 15, 2022

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Overview

CSD: Consistency-based Semi-supervised learning for object Detection (NeurIPS 2019)

By Jisoo Jeong, Seungeui Lee, Jee-soo Kim, Nojun Kwak

Installation & Preparation

We experimented with CSD using the SSD pytorch framework. To use our model, complete the installation & preparation on the SSD pytorch homepage

prerequisites

Python 3.6
Pytorch 1.0.0

Supervised learning

python train_ssd.py

CSD training

python train_csd.py

Evaluation

python eval.py

Owner

GitHub Repository

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