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Project: CSD-SSD (GitHub Link)

• CSD-SSD-master
  • train_csd.py
  • demo
    • live.py
    • __init__.py
  • utils
    • __pycache__
      • augmentations.cpython-36.pyc
      • __init__.cpython-36.pyc
    • __init__.py
    • augmentations.py
  • eval.py
  • layers
    • functions
      • detection.py
      • __pycache__
        • __init__.cpython-36.pyc
        • prior_box.cpython-36.pyc
        • detection.cpython-36.pyc
      • prior_box.py
      • __init__.py
    • __pycache__
      • __init__.cpython-36.pyc
      • box_utils.cpython-36.pyc
    • __init__.py
    • box_utils.py
    • modules
      • __pycache__
        • multibox_loss.cpython-36.pyc
        • __init__.cpython-36.pyc
        • l2norm.cpython-36.pyc
      • multibox_loss.py
      • __init__.py
      • l2norm.py
  • weights
  • LICENSE
  • eval
  • csd.py
  • data
    • coco.py
    • voc07_consistency.py
    • __pycache__
      • voc0712.cpython-36.pyc
      • voc07_voc12coco.cpython-36.pyc
      • __init__.cpython-36.pyc
      • voc0712_consistency.cpython-36.pyc
      • config.cpython-36.pyc
      • coco.cpython-36.pyc
    • config.py
    • voc07_consistency_init.py
    • voc0712.py
    • __init__.py
    • coco
      • coco_labels.txt
    • scripts
      • VOC2007.sh
      • VOC2012.sh
      • COCO2014.sh
  • eval512.py
  • README.md
  • test.py
  • train_ssd.py
  • image
  • ssd.py

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

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