Simplify camera trap image analysis with ML species recognition models based around the MegaDetector model
EcoAssist is an application designed to streamline the work of ecologists dealing with camera trap images. Itβs an AI platform that allows you to analyse images with machine learning models for automatic detection, offering ecologists a way to save time and focus on conservation efforts.
Please use the following citations if you used EcoAssist in your research.
@article{van_Lunteren_EcoAssist_2023,
author = {van Lunteren, Peter},
doi = {10.21105/joss.05581},
journal = {Journal of Open Source Software},
month = aug,
number = {88},
pages = {5581},
title = {{EcoAssist: A no-code platform to train and deploy custom YOLOv5 object detection models}},
url = {https://joss.theoj.org/papers/10.21105/joss.05581},
volume = {8},
year = {2023}
}
@article{Beery_Efficient_2019,
title = {Efficient Pipeline for Camera Trap Image Review},
author = {Beery, Sara and Morris, Dan and Yang, Siyu},
journal = {arXiv preprint arXiv:1907.06772},
year = {2019}
}
Interested in contributing to this project? There are always things to do. Do you feel comfortable handling one of the tasks below? Let me know! And I will guide you in the right direction. Thanks!
All files are located in one folder, called EcoAssist_files
. You can uninstall EcoAssist by simply deleting this folder. Please be aware that it's hidden, so you'll probably have to adjust your settings before you can see it (find out how to: macOS, Windows, Linux). If you're planning on updating EcoAssist, there is no need to uninstall it first. It will do that automatically.
# All users
βββ πProgram Files
βββ πEcoAssist_files
# Single user
βββ πUsers
βββ π<username>
βββ πEcoAssist_files
βββ πApplications
βββ π.EcoAssist_files
βββ πhome
βββ π<username>
βββ π.EcoAssist_files