SYSTEM FOR CLOTHES RECOGNITION AND RECOMMENDATION FROM A VIDEO
DOI:
https://doi.org/10.24867/07BE24BasaricKeywords:
recommender systems, image analysis, computer vision, recognition and detection, E-commerceAbstract
This paper describes the specification, implementation, and verification of systems for clothes detection, recognition, and recommendation using the complex convolutional neural network architectures and algorithms in the field of computer vision. DeepFashion dataset, published by the University of Hong Kong, was used to train the model.
References
[1] Dr.R.Shanthi1 Dr. Desti Kannaiah, Vol.13, 2015, Consumers’ Perception on Online Shopping, Assistant Professor, Department of Commerce, University of Madras, Chennai -600005, Tamil Nadu,India
[2] Python.org. (2019). Welcome to Python.org. Available at: https://www.python.org/ [15 Oct. 2019].
[3] TensorFlow. (2019). TensorFlow. Available at: https://www.tensorflow.org/ [15 Oct. 2019].
[4] Emgu.com. (2019). Emgu CV: OpenCV in .NET (C#, VB, C++ and more). Available at: http://www.emgu.com/wiki/index.php/Main_Page [15 Oct. 2019].
[5] Opencv.org. (2019). OpenCV. Available at: https://opencv.org/ [15 Oct. 2019].
[6] js.foundation, J. (2019). jQuery. Jquery.com. Available at: https://jquery.com/ [15 Oct. 2019].
[7] Tensorflow detection model zoo https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md
[8] Clothing Detection for Fashion Recommendation
https://blog.valohai.com/clothes-detection-for-fashion-recommendation
[9] Yun Ren,Changren and Shunping Xiao, Object Detection Based on Fast/Faster RCNN Employing Fully, Convolutional Architectures, Hindawi Mathematical Problems in Engineering Volume 2018
[10] Large-scale Fashion (DeepFashion) Database, Multimedia Laboratory, The Chinese University of Hong Kong http://mmlab.ie.cuhk.edu.hk/projects/DeepFashion.html
[11] Bill Green, Canny Edge Detection Tutorial (2002), Drexel Autonomous Systems Lab., 2002. http://masters.donntu.org/2010/fknt/chudovskaja/library/article5.htm
[2] Python.org. (2019). Welcome to Python.org. Available at: https://www.python.org/ [15 Oct. 2019].
[3] TensorFlow. (2019). TensorFlow. Available at: https://www.tensorflow.org/ [15 Oct. 2019].
[4] Emgu.com. (2019). Emgu CV: OpenCV in .NET (C#, VB, C++ and more). Available at: http://www.emgu.com/wiki/index.php/Main_Page [15 Oct. 2019].
[5] Opencv.org. (2019). OpenCV. Available at: https://opencv.org/ [15 Oct. 2019].
[6] js.foundation, J. (2019). jQuery. Jquery.com. Available at: https://jquery.com/ [15 Oct. 2019].
[7] Tensorflow detection model zoo https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md
[8] Clothing Detection for Fashion Recommendation
https://blog.valohai.com/clothes-detection-for-fashion-recommendation
[9] Yun Ren,Changren and Shunping Xiao, Object Detection Based on Fast/Faster RCNN Employing Fully, Convolutional Architectures, Hindawi Mathematical Problems in Engineering Volume 2018
[10] Large-scale Fashion (DeepFashion) Database, Multimedia Laboratory, The Chinese University of Hong Kong http://mmlab.ie.cuhk.edu.hk/projects/DeepFashion.html
[11] Bill Green, Canny Edge Detection Tutorial (2002), Drexel Autonomous Systems Lab., 2002. http://masters.donntu.org/2010/fknt/chudovskaja/library/article5.htm
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Published
2020-03-02
Issue
Section
Electrotechnical and Computer Engineering
