Popular GitHub Repositories for Wildlife Conservation

PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.

Tools for detecting wildlife in aerial images using active learning

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

We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation property of cPINN is obtained by enforcing the flux continuity in the strong form along the sub-domain interfaces.

Hypraptive BearID project. FaceNet for bears.

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

Engineered a robust deep learning model using Convolutional Neural Networks and TensorFlow to classify 114 bird species based on audio recordings. Model achieved an impressive accuracy of 93.4%, providing valuable insights for conservationists and ecologists in the wildlife & ecological research sectors.

The aim of this project is to develop an efficient computer vision model capable of real-time wildlife detection.

LocoMote: AI-driven Sensor Tags for Fine-Grained Undersea Localization and Sensing

On the Limitations of Physics-informed Deep Learning: Illustrations Using First Order Hyperbolic Conservation Law-based Traffic Flow Models

Automatic Tiger Surveillance using YOLOv8 and EnlightenGAN aimed for Tiger Conservation

Official implementation of Operator-ProbConserv: OOD UQ for Neural Operators

Leverages big data and machine learning for wildlife conservation using GBIF species data. PySpark is used for preprocessing, K-Means for clustering, and Decision Trees for habitat prediction. Tableau visualizes species distribution, biodiversity, and conservation insights.

Source code for the research project: "Dynamics, Energy Conservation and Symmetries of a Double Pendulum: A Neural Networks Approach"

AI-powered platform for real-time ecosystem restoration using bioacoustics, drones, Web3, and AR.

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

This research enhances energy-efficient routing in Wireless Sensor Networks (WSNs) with Swarm Intelligence (SI) algorithms. The Direction Based-Improved Ant Based Routing Algorithm (DB-IABR) addresses existing protocol limitations, emphasizing energy conservation and efficiency in WSNs.

ML Builder

? Centralized Wildlife Conservation Platform – AI-powered hub for biodiversity & conservation projects across India. ? Tech: React | Node.js | Gen AI | PostgreSQL. ? Unifying efforts to protect India's wildlife.