Flynotyper 2.0: An updated tool for rapid quantitative assessment of Drosophila eye phenotypes
Johnathan Ray, Deepro BanerjeeiD, Qingyu WangiD, Santhosh GirirajaniD
Abstract
About two-thirds of the genes in the Drosophila melanogaster genome are also involved in its eye development, making the Drosophila eye an ideal system for genetic studies. We previously developed Flynotyper, a software that uses image processing operations to identify and quantify the degree of roughness by measuring disorderliness of ommatidial arrangement in the fly eye. This software has enabled researchers to quantify morphological defects of thousands of eye images caused by genetic perturbations. Here, we present Flynotyper 2.0, a software that has an updated computer vision library, improved performance, and a streamlined pipeline for high-throughput analysis of multiple eye images. We also tested several batches of Drosophila eye images to ensure robustness and reproducibility of the updated Flynotyper 2.0 software. Availability and implementationThe source code for Flynotyper 2.0 can be downloaded and installed from https://github.com/girirajanlab/flynotyper-desktop-application.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 2
- FWCI
- 0.39
- Field percentile
- top 47%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Quantitative assessment of eye phenotypes for functional genetic studies using Drosophila melanogaster
Janani Iyer, Qingyu Wang, … Santhosh Girirajan·G3 Genes|Genomes|GeneticsPeer-reviewed·May 1, 2016
- An accessible digital imaging workflow for multiplexed quantitative analysis of adult eye phenotypes in Drosophila melanogaster
Heidi J. J. Pipkin, Hunter L. Lindsay, … Andrew M. Arsham·bioRxiv·Jan 26, 2024
- EyeHex toolbox for complete segmentation of ommatidia in fruit fly eyes
Huy Tran, Nathalie Dostatni, Ariane Ramaekers·Biology OpenPeer-reviewed·Jun 15, 2025
- The Fly Disco: Hardware and software for optogenetics and fine-grained fly behavior analysis
Alice A. Robie, Adam L. Taylor, … Kristin M. Branson·bioRxiv·Nov 4, 2024
- Can Drosophila melanogaster tell who’s who?
J. Schneider, N. Murali, … J. Levine·bioRxiv·Jun 8, 2018
- MAPPER: A new image analysis pipeline unmasks differential regulation of Drosophila wing features
Nilay Kumar, Francisco J. Huizar, … Jeremiah J. Zartman·bioRxiv·Dec 16, 2020