Introduction

Deep-Learning

• R-CNN
• Fast-RCNN
  • version: chensongjian
  • version: liwenxi
• Crowd-Count(models)
  • MCNN(Crowd-Count via Multi-Column Convolutional Neural Network)
  • CSRNet
  • PaDNet
  • TDFNet
  • SANet
  • AttentionNet
• ConvLSTM
  • ScaleConvLSTM
  • Conv2LSTM
• Transfer-Learning
  • VGG16 with VOC2007

Graph-Algorithm

• Filter
  • GaussianFilter
• GraphBasedImageSegmentation
• SIFT
• SelectiveSearch

Machine-Learning

• Clustering
• Liner-Model
  • logistic_regression
  • perception
  • softmax_loss
  • svm