Active learning with MaskAL reduces annotation effort for training Mask
R-CNN

Active learning with MaskAL reduces annotation effort for training Mask R-CNN

13 December 2021

Hakim Elchaoui Elghor

Boubacar Diallo

Eldert J. van Henten

Papers citing "Active learning with MaskAL reduces annotation effort for training Mask R-CNN"

15 / 15 papers shown

Title
Why AI is Harder Than We Think Melanie Mitchell 73 96 0 26 Apr 2021
Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions Jun Wang Shaoguo Wen Kaixing Chen Jianghua Yu Xiaoxia Zhou Peng Gao Changsheng Li Guotong Xie ISeg 38 18 0 09 Dec 2020
A Survey of Deep Active Learning Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 93 1,134 0 30 Aug 2020
Active Learning for Deep Detection Neural Networks H. H. Aghdam Abel Gonzalez-Garcia Joost van de Weijer Antonio M. López VLM ObjD 70 139 0 20 Nov 2019
Active Learning with Point Supervision for Cost-Effective Panicle Detection in Cereal Crops Amir Soleimani Sai Vikas Desai Christof Monz S. Ninomiya Wei Guo 77 59 0 04 Oct 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 100 1,365 0 08 Aug 2019
The Limits and Potentials of Deep Learning for Robotics Niko Sünderhauf Oliver Brock Walter J. Scheirer R. Hadsell Dieter Fox ... B. Upcroft Pieter Abbeel Wolfram Burgard Michael Milford Peter Corke 71 528 0 18 Apr 2018
Deep Learning: A Critical Appraisal G. Marcus HAI VLM 117 1,040 0 02 Jan 2018
Dropout Sampling for Robust Object Detection in Open-Set Conditions Dimity Miller Lachlan Nicholson Feras Dayoub Niko Sünderhauf BDL UQCV 65 235 0 18 Oct 2017
Deep Learning in Robotics: A Review of Recent Research H. A. Pierson Michael S. Gashler 3DV 67 268 0 22 Jul 2017
Concrete Dropout Y. Gal Jiri Hron Alex Kendall BDL UQCV 149 590 0 22 May 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,129 0 20 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 472 10,305 0 16 Nov 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 614 9,290 0 06 Jun 2015
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 365 43,524 0 01 May 2014

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.