Today I Learned. SungMan,Cho.

deep learning / machine learning

object detection, cnn-architecture, semantic segmentation

---

Backbone Networks

• AlexNet
• ZFNet
• VGG
• GoogLeNet (Inception v1)
• ResNet
• Inception v2 ~ v4
• DenseNet
• SENet
• NASNet

Compressed Model

• MobileNet v1
• ShuffleNet
• SqueezeNet
• MobileNet v2

Object Detection

Two-Stage Detection Networks

• R-CNN
• Fast R-CNN
• Faster R-CNN
• Mask R-CNN
• RetinaNet

One-Stage Detection Networks

• YOLO v1
• YOLO v2
• YOLO v3
• SSD
• DSSD

Semantic Segmentation

• FCN
• U-Net
• DeepLab

Text Detection, Recognition, Spotting

• AON (2018 CVPR)
• Edit Probability for Scene Text Recognition (2018 CVPR)
• FOTS (2018 CVPR)
• Deep TextSpotter (2017 ICCV)
• Focusing Attention Towards (2017 ICCV)
• Deep Direct Regression for Multi-Oriented Scene Text Detection (2017 ICCV)
• Single Shot Text Detector with Regional Attention (2017 ICCV)