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title: Connectivia Labs
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# Connectivia Labs

**Applied computer vision for defense, ISR, and agriculture.**

Connectivia Labs builds production-grade vision models and platforms that turn raw sensor feeds into operational intelligence. Our work spans defense — drone surveillance, maritime domain awareness, and threat detection — and precision agriculture, where the same core CV stack drives crop health, pest and weed detection, and biomass estimation.

## Platforms

| Platform | Domain | Description |
|---|---|---|
| **OmniSense Defense** | Defense ISR | Multi-sensor ISR prototype combining live CV detection, VLM tactical assessment, fire and satellite intel, and operator workflows |
| **MediaSense** | Media analysis | Content and media analysis platform built on the OmniSense core |
| **YieldPulse** | Agriculture | Precision agriculture analytics — biomass, yield, and plant health |

## Models

### Defense / ISR
- [**YOLO26-Detection**](https://hf.co/ConnectiviaLabs/YOLO26-Detection) — general object detection (YOLO26 Large)
- [**DroneDetection**](https://hf.co/ConnectiviaLabs/DroneDetection) — drone-as-object detector
- [**Maritime_Custom**](https://hf.co/ConnectiviaLabs/Maritime_Custom) — vessel and ship detection (YOLO26, multi-class)
- [**ThreatDetection-YOLOv8n**](https://hf.co/ConnectiviaLabs/ThreatDetection-YOLOv8n) — 4-class threat (gun / knife / explosive / grenade)
- [**MilitaryConvoy-YOLO26L**](https://hf.co/ConnectiviaLabs/MilitaryConvoy-YOLO26L) — military vehicle and convoy detection
- [**yolo26l-pose**](https://hf.co/ConnectiviaLabs/yolo26l-pose) — pose and keypoint estimation
- [**ThreatDetection-RFDETR**](https://hf.co/ConnectiviaLabs/ThreatDetection-RFDETR) — RF-DETR based threat detection (alternative architecture)

### Aerial / VisDrone
- [**DroneVision-VisDrone**](https://hf.co/ConnectiviaLabs/DroneVision-VisDrone)
- [**VisDrone-YOLO11L**](https://hf.co/ConnectiviaLabs/VisDrone-YOLO11L)
- [**MilitaryConvoy-YOLO11L**](https://hf.co/ConnectiviaLabs/MilitaryConvoy-YOLO11L)
- [**DroneDetectionV.2**](https://hf.co/ConnectiviaLabs/DroneDetectionV.2)

### Agriculture & Aquaculture
- [**YieldPulse Biomass**](https://hf.co/ConnectiviaLabs/yieldpulse-biomass) — biomass estimation for crop yield forecasting
- [**WeedDetection-YOLOv8s**](https://hf.co/ConnectiviaLabs/WeedDetection-YOLOv8s) — weed detection for precision spraying
- [**PestDetection-YOLO11s**](https://hf.co/ConnectiviaLabs/PestDetection-YOLO11s) — pest detection for IPM workflows
- [**FishDetection**](https://hf.co/ConnectiviaLabs/FishDetection) — underwater fish detection for aquaculture

## Access

Most models in this organization are private. For licensing, evaluation, or collaboration inquiries, please reach out through our main site.

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*Models here are trained on a mix of public datasets (VisDrone, ABoships, CCTV-Gun, MilitaryVehicleRecognition, and others) and proprietary data. Individual model cards document their training data, intended use, and limitations.*