Development Resources

Vision AI Tools & Documentation

Download scripts, guides, and deployment resources for YOLO26, SAM2, Florence-2, and drone integration.

Scripts & Tools

Python scripts and automation tools for Vision AI development

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YOLO26 ONNX Export

Convert YOLO26 PyTorch models to ONNX format for cross-platform deployment. Includes quantization options and inference optimization.

→ Automatic quantization
→ Batch conversion
→ Custom output shapes
→ Inference testing
Download Script

SAM2 Video Segmentation

Real-time video segmentation using SAM2's streaming memory architecture. Detect and track objects across 44 FPS with occlusion handling.

→ Stream processing
→ Memory tracking
→ Multi-object support
→ Output export
Download Script

Florence-2 Inference Wrapper

Simplified Python wrapper for Florence-2 multi-task model. Supports detection, segmentation, OCR, and captioning.

→ Unified API
→ Multi-modal support
→ Async processing
→ Batch inference
Download Wrapper

Tello Drone Controller

Python library for DJI Tello drone control via UDP socket. Full SDK access with mission planning and video streaming.

→ Takeoff/land control
→ Waypoint navigation
→ Video streaming
→ Battery monitoring
Download Library

PX4 Mission Planner

Generate and upload PX4/ArduPilot mission plans. Supports complex multi-waypoint missions with altitude and speed profiles.

→ Mission generator
→ Altitude profiles
→ Speed control
→ XML export
Download Script
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Complete Setup Guides

Comprehensive guides for Raspberry Pi 5, Jetson Orin NX, and browser-based deployment.

→ RPI5 + Vision AI Setup
→ Jetson NX Deployment
→ ONNX Web Integration
→ Hybrid Architecture Patterns
View Documentation

Hardware Compatibility

Supported drones, models, and hardware platforms

Platform YOLO26 SAM2 Florence-2 VLM Support
Jetson Orin NX Qwen2.5-VL, Nemotron VLM
Raspberry Pi 5 Qwen2.5-VL (quantized)
DJI Mini 4 Pro SDK only No No Via MSDK V5 (Android)
DJI Mavic 3 SDK only No No Via MSDK V5 (Android)
DJI Tello ✓ (Python) No No Educational/Demos
PX4 Pro No Custom builds only
ArduPilot No Custom builds only