Popular GitHub Repositories for Ecology

Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model

A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos and images

Educational Resources on Neural Networks for Ecology and Remote Sensing

An ecologically inspired multi-agent system. Agents are designed with neural network based decision making, and complex resource requirements.

End-to-end NLP tool to analyze research publications. Published in Ecology & Evolution 2021.

Variational Inference for Langevin Equations

Pytorch implementation for "Iterative Human and Automated Identification of Wildlife Images" (Nature -Machine Intelligence, 2021)

Using Machine Learning, Image Recognition, and Computer Vision to detect microplastics in water samples.

Model development, deployment, and evaluation for forecasting Portal ecosystem dynamics

An intelligent, multi-agent framework for artificial biome simulation.

Multi-modal Foundation Model for Biodiversity dynamics forecasting

A tool to streamline the identification process of invasive and non-native species in the Florida area.

Website for collection of environments for reinforcement learning in ecological conservation issues

:beetle: :chestnut: Pre-dispersal seed predation of Jacaranda copaia on BCI

Participatory research project mapping wild trash dumps in the city of Lodz, Poland

This Bachelor Thesis (TFG) provides a Python framework simulating absorption-diffusion microbial processes. It includes 1D and 3D solvers and flux maps to analyse nutrient flux towards a central entity (e.g., a diatom) influenced by surrounding consuming entities (e.g., bacteria) under various spatial configurations of bacteria.

Playground environment to experiment and explore the ecology of ML.

An Android app for predicting to which container should you throw a particular item. Using Android Studio and Tensorflow Lite ? [fininshed]

Nilsson等人（2025年）发表文章所用的数据和脚本，即将作为预印本发布。

A research project demonstrating the impact of anti-systemic movements on modern society and familiarizing users with forms of countercultural practices in an interactive and educational format.