PAMGuardPAMGuard is the world-leading free, open source software for real-time detection, classification, and localization of marine mammal and animal sounds. Used globally by researchers and conservationists.(0)0
PyTorch WildlifeOpen-source PyTorch framework by Microsoft for wildlife conservation. Detect and classify animals in camera trap images using MegaDetector and custom fine-tuned models.(0)0
Microsoft PyRITPyRIT is an open source Python framework by Microsoft for red-teaming and identifying security risks in generative AI systems.(0)0
SpeciesNetSpeciesNet is Google's open-source ensemble AI model for automatically classifying wildlife species in motion-triggered camera trap images.(0)0
Wild.IDWild.ID is a free, open-source desktop app for managing, annotating, and exporting large volumes of digital camera trap data. Works offline on Windows, macOS, and Linux.(0)0
Unity SentisUnity Sentis lets developers run ONNX neural network models at runtime inside Unity games. Part of the Unity AI suite with in-editor integration, no cloud required.(0)0
LlamafileLlamafile by Mozilla lets you distribute and run large language models as a single portable executable on macOS, Linux, and Windows — no setup required.(0)0
C2PAC2PA is a free, open standard for cryptographically verifiable media provenance. Embed tamper-evident Content Credentials in images, video, and audio to di(0)0
TensorFlow LiteLiteRT (formerly TensorFlow Lite) is Google's open-source framework for deploying ML and GenAI models on Android, iOS, web, desktop, and IoT devices with GPU/NPU acceleration.(0)0
M Marian NMTMarian NMT is an efficient, open-source neural machine translation framework written in pure C++. Supports Transformer and RNN architectures with multi-GPU training, developed by Microsoft Translator.(0)0
