Course Project for Machine Learning, Tsinghua University
12-class Image Classification using Deep Learning Technique.
**Model: **Enhanced Convolution Neural Network
We will try to use the following technique to enhance our model.
- SpatialPyramidPooling: Used for enabling the network to accept images with arbitrary size.
- SaliencyELD: Used for identifying the major semantic object within a image.
- InceptionBlock: Inspired from ResNet, we plan to use this to ease the training process.
- SIFT: Used as a supplement for convolution features.
- Ensemble will also be adopted to improve overall model performance.
Place the dataset into data directory, it will not be uploaded.