Research Laboratory

Vision AI & Drone
Intelligence

Pioneering the future of aerial intelligence through cutting-edge vision models, drone integration, and real-world deployments in agriculture and infrastructure.

Vision Models & Platforms

Deploying state-of-the-art vision models across edge devices, cloud platforms, and drone systems.

Qwen2.5-VL

Open-source Vision-Language Model with strong benchmarks. Fine-tunable for agricultural and industrial applications.

VLM

Florence-2

230M parameter multi-task model for detection, segmentation, OCR, and captioning. MIT license.

Multi-Task

YOLO26

NMS-free architecture delivering 43% faster CPU inference. Critical for real-time edge deployment.

Detection

SAM 2.1

Streaming memory architecture for 44 FPS video tracking. Occlusion handling and multi-object support.

Segmentation

Jetson Orin NX

117-157 TOPS production platform. Real-time vision processing on drones and vehicles.

Edge Hardware

DJI MSDK V5

Full integration with Mini 4 Pro, Matrice 4D. Automated waypoints and precision mapping.

Drone Platform
5+
Production Deployments
6
Vision Models
4
Drone Platforms
117+
TOPS Processing

Core Research Areas

Applied research driving real-world deployments in agriculture, infrastructure, and drone operations.

Agricultural Intelligence

Crop health monitoring, livestock tracking, yield prediction, and pest detection through aerial surveillance and AI analytics.

Crop Health Livestock Yield Prediction

Drone Autonomy

Full drone system integration with DJI MSDK and PX4/ArduPilot. Automated missions and precision mapping.

MSDK V5 PX4 ArduPilot

Infrastructure Inspection

Automated inspection of power lines, bridges, railways, and pipelines. Anomaly detection and structural health.

Power Lines Bridges Pipelines

Emergency Response

Wildfire detection, search & rescue operations, and disaster response through real-time aerial surveillance.

Wildfire Detection SAR Disaster Response

3D Mapping

Multi-view drone photogrammetry and 3D reconstruction using SAM 2.1. Terrain mapping and volumetrics.

Photogrammetry 3D Reconstruction Volumetrics

Edge Computing

Optimizing vision models for edge deployment. Jetson Orin NX, Raspberry Pi 5, and real-time inference.

ONNX Optimization Quantization Real-Time

Ready to Collaborate?

We partner with agricultural operations, infrastructure companies, and research organizations to deploy cutting-edge vision AI and drone solutions.

Explore Consulting Services