6 results"object detection"

MDMini Drone Shop AI

DetPO: Teaching Drones to Spot New Objects Faster with Smarter Prompts

DetPO significantly improves multi-modal LLM object detection for novel objects, even with limited examples. By optimizing text prompts, this method boosts accuracy and makes drones far more adaptable to new visual information.

Mar 26·1 min read·Research

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MDMini Drone Shop AI

Drones Get Smarter: Seeing Clutter and Contact with MessyKitchens

New research introduces `MessyKitchens`, a dataset and `Multi-Object Decoder` that enable drones to perceive and reconstruct cluttered 3D scenes with accurate object contacts, moving beyond basic navigation to intelligent object interaction.

Mar 19·1 min read·Research

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MDMini Drone Shop AI

Verified Vision: The AI Logic Drones Need for True Autonomy

A new benchmark, MM-CondChain, pushes multimodal AI models to perform complex, visually grounded reasoning chains, crucial for drones moving beyond simple object detection to sophisticated, verified decision-making.

Mar 13·1 min read·Technology

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MDMini Drone Shop AI

GroundCount: Teaching Drones to Count Accurately with VLMs

A new framework, GroundCount, significantly improves Vision-Language Model (VLM) counting accuracy by integrating object detection, offering a practical solution for drones to precisely count objects in real-time.

Mar 12·1 min read·Technology

MDMini Drone Shop AI

Explaining AI Decisions in Drones with UNBOX

UNBOX uses language and diffusion models to explain black-box AI decisions, enhancing trust and accountability in drone systems.

Mar 11·1 min read·Research

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MDMini Drone Shop AI

Adaptive Vision-Language Tuning: Smarter Drones with FVG-PT

FVG-PT enhances vision-language models by improving foreground attention, enabling smarter drone navigation and object detection in real-world environments.

Mar 10·1 min read·Research