Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Projects: pypi: imgaug

https://packages.ecosyste.ms/registries/pypi.org/packages/imgaug

Image augmentation library for deep neural networks
11 versions
Latest release: over 4 years ago
62 dependent packages
338,940 downloads last month

Papers Mentioning imgaug 16

10.3390/ani11020485

Action Recognition Using a Spatial-Temporal Network for Wild Felines
Cited by: 9
Author(s): Liqi Feng, Yaqin Zhao, Yang Sun, Wenxuan Zhao, Jiaxi Tang
Software Mentions: 12
Published: over 3 years ago

DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning
Cited by: 304
Author(s): Jacob M. Graving, Daniel H. Chae, Hemal Naik, Liang Li, Benjamin Koger, Blair R. Costelloe, Iain D. Couzin
Software Mentions: 7
Published: about 5 years ago

10.7554/eLife.61909

Real-time, low-latency closed-loop feedback using markerless posture tracking
Cited by: 78
Author(s): Gary A Kane, Gonçalo Lopes, Jonny L. Saunders, Alexander Mathis
Software Mentions: 6
Published: almost 4 years ago

10.1371/journal.pcbi.1008806

VolPy: Automated and scalable analysis pipelines for voltage imaging datasets
Cited by: 17
Author(s): Changjia Cai, Johannes Friedrich, Amrita Singh, M. Hossein Eybposh, Eftychios A. Pnevmatikakis, Kaspar Podgorski, Andrea Giovannucci
Software Mentions: 5
Published: over 3 years ago

10.1038/s41598-020-74500-3

SHIFT: speedy histological-to-immunofluorescent translation of a tumor signature enabled by deep learning
Cited by: 25
Author(s): Erik Burlingame, Mary McDonnell, Geoffrey F. Schau, Guillaume Thibault, Christian Lanciault, Terry K. Morgan, Brett Johnson, Christopher L. Corless, Joe W. Gray, Young Hwan Chang
Software Mentions: 4
Published: about 4 years ago

10.3390/diagnostics11061016

Contrast-Enhanced Black Blood MRI Sequence Is Superior to Conventional T1 Sequence in Automated Detection of Brain Metastases by Convolutional Neural Networks
Cited by: 5
Author(s): Jonathan Kottlors, Simon Geißen, Hannah Jendreizik, Nils Große Hokamp, Philipp Fervers, Lenhard Pennig, Kai Roman Laukamp, Christoph Kabbasch, David Maintz, Marc Schlamann, Jan Borggrefe
Software Mentions: 3
Published: over 3 years ago

10.1038/s41598-021-85454-5

Generalizability of deep learning models for dental image analysis
Cited by: 27
Author(s): Joachim Krois, Anselmo García Cantú Ros, Akhilanand Chaurasia, Ranjitkumar Patil, Prabhat Kumar Chaudhari, Robert Gaudin, Sascha Gehrung, Falk Schwendicke
Software Mentions: 2
Published: over 3 years ago

10.3390/s20071974

A Compact Convolutional Neural Network for Surface Defect Inspection
Cited by: 43
Author(s): Yibin Huang, Congying Qiu, Xiaonan Wang, Shijun Wang, Kui Yuan
Software Mentions: 2
Published: over 4 years ago

10.7717/peerj-cs.346

Data augmentation based malware detection using convolutional neural networks
Cited by: 32
Author(s): Ferhat Özgür Çatak, Javed Ahmed, Kevser ŞAHİNBAŞ, Zahid Hussain Khand
Software Mentions: 2
Published: almost 4 years ago

10.3390/cancers13061291

Convolutional Neural Network-Based Clinical Predictors of Oral Dysplasia: Class Activation Map Analysis of Deep Learning Results
Cited by: 36
Author(s): Seda Çamalan, Hanya Mahmood, Hamidullah Binol, André Araujo, Alan Roger Santos‐Silva, Pablo Agustı́n Vargas, Márcio Ajudarte Lopes, Syed Ali Khurram, Metin N. Gürcan
Software Mentions: 1
Published: over 3 years ago

10.1038/s41598-021-89102-w

2-step deep learning model for landmarks localization in spine radiographs
Cited by: 14
Author(s): Andrea Cina, Tito Bassani, Matteo Panico, Andrea De Luca, Youssef Masharawi, Marco Brayda-Bruno, Fabio Galbusera
Software Mentions: 1
Published: over 3 years ago

10.3390/ani10122402

Instance Segmentation with Mask R-CNN Applied to Loose-Housed Dairy Cows in a Multi-Camera Setting
Cited by: 12
Author(s): Jennifer Salau, Joachim Krieter
Software Mentions: 1
Published: almost 4 years ago

10.3390/s20133710

Panoptic Segmentation of Individual Pigs for Posture Recognition
Cited by: 20
Author(s): Johannes Brünger, Maria Gentz, Imke Traulsen, Reinhard Koch
Software Mentions: 1
Published: over 4 years ago

10.3390/s21020471

Analysis of UAV-Acquired Wetland Orthomosaics Using GIS, Computer Vision, Computational Topology and Deep Learning
Cited by: 18
Author(s): Sarah Kentsch, Mariano Cabezas, Luca Tomhave, Jens Groß, Benjamin Burkhard, Maximo Larry Lopez Caceres, Katsushi Waki, Yago Díez
Software Mentions: 1
Published: almost 4 years ago

10.1186/s13321-021-00538-8

DECIMER 1.0: deep learning for chemical image recognition using transformers
Cited by: 25
Author(s): Kohulan Rajan, Achim Zielesny, Christoph Steinbeck
Software Mentions: 1
Published: about 3 years ago

10.1117/1.JBO.26.3.036001

High-throughput label-free cell detection and counting from diffraction patterns with deep fully convolutional neural networks
Cited by: 7
Author(s): Faliu Yi, Seonghwan Park, Inkyu Moon
Software Mentions: 1
Published: over 3 years ago