Simplify camera trap image analysis with ML species recognition models based around the MegaDetector model
Alternatives To Ecoassist
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Ray28,919803637 hours ago95December 04, 20233,474apache-2.0Python
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Gradio24,49812297 hours ago534December 05, 2023445apache-2.0Python
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Bentoml5,9531212 hours ago119November 20, 2023182apache-2.0Python
Build Production-Grade AI Applications
Fate5,313112 hours ago33September 20, 2023812apache-2.0Python
An Industrial Grade Federated Learning Framework
Seldon Core4,0091378 days ago48August 17, 2023113apache-2.0HTML
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Production Level Deep Learning3,957
20 days ago7
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
6 months ago19December 13, 2022125apache-2.0TypeScript
Build data pipelines, the easy way 🛠️
8 days ago11May 04, 20215mitPython
🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.
Transformer Deploy1,542
a month ago53apache-2.0Python
Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀
Seldon Server1,420
4 years ago44June 28, 201726apache-2.0Java
Machine Learning Platform and Recommendation Engine built on Kubernetes
Alternatives To Ecoassist
Select To Compare

Alternative Project Comparisons

status Project Status: Active The project has reached a stable, usable state and is being actively developed. GitHub GitHub last commit

EcoAssist is an application designed to streamline the work of ecologists dealing with camera trap images. Its 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.

See for more info


Please use the following citations if you used EcoAssist in your research.

Link to paper

  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 = {},
  volume = {8},
  year = {2023}

Link to paper

  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}
Popular Deployment Projects
Popular Machine Learning Projects
Popular Operations Categories

Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Machine Learning
Object Detection