【論文閱讀筆記】Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
abstract 本文首次將NAS(Neural Architecture Search 神經架構搜索)應用到語義分割領域。 NAS 在大規模圖像分類問題上，NAS定義的神經網絡框架的表現已經超過了人類設計的網絡。在本篇論文中我們研究把NAS應用於語義分割上。 motivation 現有的研究通常注重搜索可重複的單元結構，而用人工設計外部網絡結構來控制空間分辨率變化。這樣做簡化了搜索空間，但對於表
相關文章
- 1. 論文筆記：Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
- 2. [語義分割] Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
- 3. 論文筆記：Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells
- 4. 論文閱讀：ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
- 5. 【閱讀筆記】《ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation》
- 6. 【論文閱讀】2020.CVPR.C2FNAS Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
- 7. 論文閱讀筆記：《SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation》
- 8. 《ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation》論文筆記
- 9. 論文閱讀筆記（五十四）：V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
- 10. 論文閱讀：《DeepLab-v2: Semantic Image Segmentation 》
- 更多相關文章...
- • RSS 閱讀器 - RSS 教程
- • PHP 實例 - AJAX RSS 閱讀器 - PHP教程
- • Tomcat學習筆記（史上最全tomcat學習筆記）
- • JDK13 GA發佈：5大特性解讀
相關標籤/搜索
每日一句
-
每一个你不满意的现在，都有一个你没有努力的曾经。
歡迎關注本站公眾號,獲取更多信息
相關文章
- 1. 論文筆記：Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
- 2. [語義分割] Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation
- 3. 論文筆記：Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells
- 4. 論文閱讀：ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
- 5. 【閱讀筆記】《ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation》
- 6. 【論文閱讀】2020.CVPR.C2FNAS Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
- 7. 論文閱讀筆記：《SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation》
- 8. 《ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation》論文筆記
- 9. 論文閱讀筆記（五十四）：V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
- 10. 論文閱讀：《DeepLab-v2: Semantic Image Segmentation 》