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🔇 A production-grade deep learning system for real-time drone/UAV detection through acoustic signature analysis. Converts raw audio to Mel-Spectrograms and classifies using a custom CNN. Features auto-dataset ingestion, defense-optimized metrics (high recall), early stopping, model checkpointing, and a ready-to-use inference API.
🛰️ SAHI-powered satellite reconnaissance system for detecting military vehicles in high-resolution imagery. Uses YOLOv8 with sliding window inference to detect small objects (tanks, trucks, AFVs) that standard detection misses due to aggressive image downscaling. Processes 4000x4000 images via 512x512 overlapping tiles.
⚓ ML system for submarine threat detection using SVM to classify sonar signals as mines or rocks. Features GridSearchCV optimization, sklearn pipelines, and comprehensive evaluation metrics for underwater anomaly recognition.
Official platform of Team DEMON71: Autonomous Mars Rover & defense systems. Featuring ROS 2 navigation, custom 6-DOF robotic arm, and space-grade payloads.
Open-source satellite constellation management and AI-assisted operations platform. Unified control plane for fleet visualization, pass scheduling, data routing, and intelligent operations assistance.
Tactical Command Dashboard for Military Aircraft Detection using Deep Learning (CNN, MobileNetV2, EfficientNetB0) featuring real-time video inference, HUD simulation, and comprehensive model performance analytics built with Streamlit.
SwarmTally is an AI-powered drone detection and counting system built using computer vision and deep learning. The platform can identify, classify, and count drones in real-time from uploaded images or video streams with high accuracy. Designed for surveillance, defense research, airspace monitoring, and security applications.
NODA AI is a defense-technology company building autonomous force orchestration for the frontlines. Founded in 2024 in Austin, Texas by Global War on Terrorism veterans, it develops URZA, an AI-native strategic orchestration platform that acts as a tactics repository and reasoning engine for real-time task brokering across vendor-agnostic…
Mach Industries develops and manufactures asymmetric aerospace and defense systems and components at scale, with a product portfolio that includes the Viper vertical-takeoff attack drone, the Glide precision strike munition, the Stratos high-altitude pseudo-satellite, the Pike long-range munition, the Dart counter-drone kinetic interceptor, and…
Surtr Defense Systems is a Y Combinator-backed defense technology company building ParallaxOS, an open operating system for counter-UAS (counter-drone) command-and-control. Surtr positions itself outside the incumbent C2 tension by not competing with hardware partners on contracts and not monetizing partner data: hardware partners decide what data…
Deepnight is a San Francisco defense-technology company building AI-powered digital night vision. It embeds edge AI models into commoditized digital (CMOS) image sensors, using a deep neural network that aggregates photons temporally to recover true information in near-total darkness — down to overcast moonless starlight (0.1 millilux) — exceeding…
HavocAI (Havoc) is a Providence, Rhode Island-based defense technology company building all-domain collaborative autonomy software and autonomous surface vessels for the U.S. Navy, U.S. Army and allied militaries.
Terra Industries is a Nigeria-based defense-technology company, positioning itself as Africa's first defense prime, that designs, manufactures, and deploys autonomous multi-domain security systems across air, land, and eventually sea.