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Helmet Detector based on the CenterNet.

Python 100.00%
automatic-mixed-precision centernet distributed-data-parallel helmet-detection object-detection pytorch pytorch-implementation

real_time_helmet_detection's Introduction

Minseong Kim

Interests

  • Image style transfer
  • Object detection

Paper Implementations

  • Image style transfer
    • Image Style Transfer Using Convolutional Neural Networks, CVPR 2016. Code
    • Perceptual Losses for Real-Time Style Transfer and Super-Resolution, ECCV 2016. Code
    • A Learned Representation For Artistic Style, ICLR 2017. Code
    • Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization, ICCV 2017. Code
    • Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration, CVPR 2018. Code
    • Uncorrelated feature encoding for faster image style transfer, Neural Networks 2021. Code
    • Compact Image Style Transfer: Channel Pruning on a Single Training of Network, Sensors 2022. Code
  • Object detection
    • Objects as Points, arXiv 2019. Code
  • Semi-supervised learning
    • FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence, NIPS 2020. Code
    • FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling, NIPS 2021. Code
  • Pruning
    • Pruning Filters for Efficient ConvNets, ICLR 2017. Code
  • ETC
    • Learning Deep Features for Discriminative Localization, CVPR 2016. Code
    • Distilling the Knowledge in a Neural Network, NIPS 2014 Workshop. Code

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real_time_helmet_detection's People

Contributors

minseong-alchera avatar tyui592 avatar

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Forkers

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real_time_helmet_detection's Issues

No such file or directory: './WEIGHTS/argument.pickle'

Traceback (most recent call last):
File "evaluate.py", line 250, in
args = get_arguments()
File "./Real_Time_Helmet_Detection/config.py", line 157, in get_arguments
loaded_args = load_pickle(os.path.join(os.path.dirname(args.model_load), 'argument.pickle'))
File "./Real_Time_Helmet_Detection/utils.py", line 15, in load_pickle
with open(path, 'rb') as f:
FileNotFoundError: [Errno 2] No such file or directory: './WEIGHTS/argument.pickle'

Can you add argument.pickle ?

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