Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case

24 February 2021

Papers citing "Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case"

16 / 16 papers shown

Title
Impact of base dataset design on few-shot image classification Othman Sbai Camille Couprie Mathieu Aubry VLM 68 22 0 17 Jul 2020
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization Dan Hendrycks Steven Basart Norman Mu Saurav Kadavath Frank Wang ... Samyak Parajuli Mike Guo Basel Alomair Jacob Steinhardt Justin Gilmer OOD 363 1,757 0 29 Jun 2020
A survey of loss functions for semantic segmentation Shruti Jadon SSeg 86 844 0 26 Jun 2020
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Nayeon Lee Jonathon Shlens Quoc V. Le 105 534 0 26 Jun 2019
Suppressing Model Overfitting for Image Super-Resolution Networks Ruicheng Feng Jinjin Gu Yu Qiao Chao Dong SupR 40 39 0 11 Jun 2019
Data Augmentation for Leaf Segmentation and Counting Tasks in Rosette Plants Dmitry Kuznichov Alon Zvirin Yaron Honen Ron Kimmel 41 89 0 20 Mar 2019
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 160 1,988 0 18 Sep 2018
A Survey on Deep Transfer Learning Chuanqi Tan F. Sun Tao Kong Wenchang Zhang Chao Yang Chunfang Liu 78 2,593 0 06 Aug 2018
Deep Leaf Segmentation Using Synthetic Data Daniel Ward Peyman Moghadam N. Hudson 57 108 0 28 Jul 2018
DOTA: A Large-scale Dataset for Object Detection in Aerial Images Gui-Song Xia X. Bai Jian Ding Zhen Zhu Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Liangpei Zhang ObjD 129 2,186 0 28 Nov 2017
ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network M. Giuffrida H. Scharr Sotirios A. Tsaftaris GAN 33 98 0 04 Sep 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 234 8,494 0 17 Jun 2017
Smart Augmentation - Learning an Optimal Data Augmentation Strategy Joseph Lemley S. Bazrafkan Peter Corcoran 82 376 0 24 Mar 2017
Improving the Robustness of Deep Neural Networks via Stability Training Stephan Zheng Yang Song Thomas Leung Ian Goodfellow OOD 58 639 0 15 Apr 2016
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 434 43,875 0 01 May 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 603 15,907 0 12 Nov 2013