SISTEM ZA PREPOZNAVANJE I PREPORUČIVANJE ODEVNIH PREDMETA SA VIDEO ZAPISA
Ključne reči:
sistemi za preporučivanje proizvoda, analiza slike, kompjuterska vizija, prepoznavanje i detekcija, E-commerce
Apstrakt
Zadatak ovog rada je specifikacija, implementacija i verifikacija sistema za detekciju, prepoznavanje i preporučivanje odevnih predmeta upotrebom složenih arhitektura konvolucionih neuronskih mreža i algoritama u oblasti komjuterske vizije. Za obučavanje modela korišćen je javno dostupan skup podataka objavljen od strane univerziteta u Hong Kongu.
Reference
[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: https://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 https://mmlab.ie.cuhk.edu.hk/projects/DeepFashion.html
[11] Bill Green, Canny Edge Detection Tutorial (2002), Drexel Autonomous Systems Lab., 2002. https://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: https://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 https://mmlab.ie.cuhk.edu.hk/projects/DeepFashion.html
[11] Bill Green, Canny Edge Detection Tutorial (2002), Drexel Autonomous Systems Lab., 2002. https://masters.donntu.org/2010/fknt/chudovskaja/library/article5.htm
Objavljeno
2020-03-02
Sekcija
Elektrotehničko i računarsko inženjerstvo
