Region-Based Convolutional Neural Network - Pneumonia Kaggle

Clone Project

$ git clone git@github.com:arifromadhan19/rcnn-pneumonia.git

Dependencies

$ pip install -r requirements.txt

All Function :

• R-CNN
  • Selective Search
  • Convolutional Neural Network (VGG16)
  • Regression
  • Support Vector Machine (SVM)

Reference :

• [Selective Search](#1-Selective Search)

  1. http://www.huppelen.nl/publications/selectiveSearchDraft.pdf
  2. https://www.robots.ox.ac.uk/~vgg/rg/papers/sande_iccv11.pdf
  3. https://www.cs.cornell.edu/courses/cs7670/2014sp/slides/VisionSeminar14.pdf
  4. https://ieeexplore.ieee.org/document/7533037
  5. https://ieeexplore.ieee.org/document/6684403
  6. https://ieeexplore.ieee.org/document/8358606
  7. https://ieeexplore.ieee.org/document/7353358
  8. http://www.huppelen.nl/publications/selectiveSearchDraft.pdf

• R-CNN

  1. https://github.com/FairyOnIce/ObjectDetectionRCNN
  2. https://arxiv.org/abs/1311.2524
  3. https://ieeexplore.ieee.org/document/7603232
  4. https://ieeexplore.ieee.org/document/7112511
  5. https://www.researchgate.net/publication/326582972_Rotated_Region_Based_Fully_Convolutional_Network_for_Ship_Detection
  6. http://www.m-hikari.com/ces/ces2017/ces25-28-2017/p/jimenezCES25-28-2017.pdf