语义分割 semantic segmentation
Pascal VOC
CityScapes
Dataset
Pascal VOC 2012：
http://host.robots.ox.ac.uk/pascal/VOC/voc2012/
https://www.dropbox.com/s/oeu149j8qtbs1x0/SegmentationClassAug.zip?dl=0
Paper：
https://arxiv.org/pdf/1706.05587.pdf
Source Code：
https://github.com/NanqingD/DeepLabV3-Tensorflow
基础
Convolution
CNN
Image Source: https://skymind.ai/wiki/convolutional-network
TensorFlow
Graph and Session：
Tensorflow separates definition of computations from their execution
DeepLab
Atrous Convolution
Residual Unit
Network
Softmax Loss Function
Data Preprocessing
Train/Evaluation
Finetuning