Popular GitHub Repositories for Wildlife

PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.

Tools for detecting wildlife in aerial images using active learning

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

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.

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.