Albumentations: fast and flexible image augmentations

18 September 2018

Papers citing "Albumentations: fast and flexible image augmentations"

27 / 177 papers shown

Title
Training Strategies and Data Augmentations in CNN-based DeepFake Video Detection Luca Bondi E. D. Cannas Paolo Bestagini Stefano Tubaro 15 51 0 16 Nov 2020
End-to-end Deep Learning Methods for Automated Damage Detection in Extreme Events at Various Scales Y. Bai H. Sezen Alper Yilmaz 11 25 0 05 Nov 2020
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering Arij Riabi Thomas Scialom Rachel Keraron Benoît Sagot Djamé Seddah Jacopo Staiano 142 52 0 23 Oct 2020
Urban Sound Classification : striving towards a fair comparison Augustin Arnault Baptiste Hanssens Nicolas Riche 18 8 0 22 Oct 2020
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation A. Akbari Muhammad Awais Zhenhua Feng Ammarah Farooq J. Kittler CVBM 19 11 0 20 Oct 2020
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images Lucas O. Teixeira R. M. Pereira Diego Bertolini Luiz Eduardo Soares de Oliveira L. Nanni George D. C. Cavalcanti Yandre M. G. Costa 18 114 0 21 Sep 2020
SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Qinghui Liu Michael C. Kampffmeyer Robert Jenssen Arnt-Børre Salberg GNN SSeg 28 10 0 03 Sep 2020
CRNNs for Urban Sound Tagging with spatiotemporal context Augustin Arnault Nicolas Riche 17 7 0 24 Aug 2020
On Attribution of Deepfakes Baiwu Zhang Jin Peng Zhou Ilia Shumailov Nicolas Papernot WIGM 24 11 0 20 Aug 2020
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks Mihail Burduja Radu Tudor Ionescu N. Verga 22 88 0 01 Aug 2020
2nd Place Solution to ECCV 2020 VIPriors Object Detection Challenge Yinzheng Gu Yihan Pan Shizhe Chen 29 1 0 17 Jul 2020
Estimating Displaced Populations from Overhead Armin Hadzic Gordon A. Christie Jeffrey Freeman Amber Dismer Stevan Bullard Ashley Greiner Nathan Jacobs R. Mukherjee 25 4 0 25 Jun 2020
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset A. Signoroni Mattia Savardi Sergio Benini Nicola Adami R. Leonardi ... F. Vaccher M. Ravanelli A. Borghesi R. Maroldi D. Farina 13 37 0 08 Jun 2020
Video Face Manipulation Detection Through Ensemble of CNNs Nicolò Bonettini E. D. Cannas S. Mandelli Luca Bondi Paolo Bestagini Stefano Tubaro PICV CVBM AAML 10 216 0 16 Apr 2020
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 138 427 0 09 Mar 2020
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning? Sven Koehler A. Tandon T. Hussain H. Latus T. Pickardt S. Sarikouch P. Beerbaum G. Greil Sandy Engelhardt I. Wolf 18 6 0 10 Feb 2020
Camera-to-Robot Pose Estimation from a Single Image Timothy E. Lee Jonathan Tremblay Thang To Jia Cheng Terry Mosier Oliver Kroemer D. Fox Stan Birchfield 33 93 0 21 Nov 2019
Vehicle-Rear: A New Dataset to Explore Feature Fusion for Vehicle Identification Using Convolutional Neural Networks I. O. D. Oliveira Rayson Laroca David Menotti K. Fonseca Rodrigo Minetto 31 23 0 13 Nov 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Deep Convolutions for In-Depth Automated Rock Typing E. E. Baraboshkin L. Ismailova D. Orlov E. Zhukovskaya G. Kalmykov O. V. Khotylev E. Baraboshkin D. Koroteev 25 84 0 23 Sep 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 17 874 0 10 Aug 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao X. Chu 20 1,419 0 02 Aug 2019
Physical Cue based Depth-Sensing by Color Coding with Deaberration Network Nao Mishima Tatsuo Kozakaya Akihisa Moriya R. Okada S. Hiura 3DV 26 3 0 01 Aug 2019
Semi-Supervised Segmentation of Salt Bodies in Seismic Images using an Ensemble of Convolutional Neural Networks Yauhen Babakhin A. Sanakoyeu Hirotoshi Kitamura 24 59 0 09 Apr 2019
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument S. Hasan Cristian A. Linte MedIm 22 92 0 24 Feb 2019
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks Alexey A. Shvets V. Iglovikov Alexander Rakhlin Alexandr A Kalinin MedIm 25 74 0 21 Apr 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 295 10,618 0 19 Feb 2017