Popular GitHub Repositories for Tiger Conservation

PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.

Native UI for the Whispering Tiger project - https://github.com/Sharrnah/whispering (live transcription / translation)

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.

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

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"

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.

NatureGuardian: Android app for India’s endangered species with AI chatbot (Gemini), real-time news (AWS), and Google Maps. Built with Jetpack Compose, Firebase, and serverless backends.

Docu-Tiger is an intelligent, autonomous documentation generator for Python projects. It monitors workspaces, analyzes code, and produces structured, versioned documentation—all through an intuitive user interface.