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Official Amap technology account showcasing all of Amap's technical innovations.

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Amap Tech
Amap Tech
May 27, 2025 · Databases

OceanBase Unitization: Building the Next Generation of Online Map Applications

This paper presents the design, implementation, and experimental evaluation of OceanBase's unitization architecture for large‑scale online map services, demonstrating superior disaster‑recovery, high‑throughput OLTP/OLAP performance, and storage efficiency compared with competing distributed databases.

Distributed DatabaseHigh AvailabilityOceanBase
0 likes · 24 min read
OceanBase Unitization: Building the Next Generation of Online Map Applications
Amap Tech
Amap Tech
May 27, 2025 · Artificial Intelligence

Gaode Map Custom Voice Pack: End‑to‑End TTS Model Architecture and Deployment

This article explains how Gaode Map leverages lightweight edge TTS models, dual‑autoregressive large‑model data augmentation, and a configurable audio‑processing DAG to enable users to create highly realistic personalized voice packs from just three recorded sentences.

Data AugmentationGaode MapsModel Compression
0 likes · 8 min read
Gaode Map Custom Voice Pack: End‑to‑End TTS Model Architecture and Deployment
Amap Tech
Amap Tech
May 19, 2025 · Artificial Intelligence

Group Policy Gradient: Direct Objective Optimization for Faster Reinforcement Learning

The article introduces Group Policy Gradient (GPG), a reinforcement‑learning framework that eliminates surrogate loss functions and critic models, directly optimizes the original objective, reduces bias and variance, and achieves state‑of‑the‑art performance on both single‑modal and multimodal tasks.

AI researchLLM fine-tuningbias reduction
0 likes · 7 min read
Group Policy Gradient: Direct Objective Optimization for Faster Reinforcement Learning
Amap Tech
Amap Tech
May 12, 2025 · Artificial Intelligence

How G3PT Uses Autoregressive Modeling to Revolutionize 3D Generation

The paper introduces G3PT, a groundbreaking autoregressive 3D generation model that employs a Cross‑Scale Querying Transformer and multi‑scale tokenization to produce high‑quality meshes from a single image, outperforming diffusion‑based methods and revealing a scaling law for 3D generation.

3D GenerationAI researchG3PT
0 likes · 9 min read
How G3PT Uses Autoregressive Modeling to Revolutionize 3D Generation
Amap Tech
Amap Tech
May 8, 2025 · Artificial Intelligence

FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis

FantasyTalking generates high-fidelity, coherent talking portraits from a single static image by employing a two-stage audio-visual alignment—global segment-level motion and frame-level lip refinement—combined with face-centric cross-attention for identity preservation and a motion-intensity module that lets users control expression and body movement, achieving superior realism, synchronization, and performance over prior methods.

Deep LearningVideo Diffusionaudio-visual alignment
0 likes · 10 min read
FantasyTalking: Realistic Talking Portrait Generation via Coherent Motion Synthesis
Amap Tech
Amap Tech
Apr 21, 2025 · Artificial Intelligence

Lenna: Language‑Enhanced Reasoning Detection Assistant and a Chain‑of‑Thought Image Editing Framework Using Multimodal Large Language Models

At ICASSP 2025, Gaode’s two accepted papers present Lenna, a language‑enhanced reasoning detection assistant that adds a DET token to multimodal LLMs and achieves state‑of‑the‑art accuracy on RefCOCO benchmarks, and a chain‑of‑thought image‑editing framework that converts complex prompts into segmented masks and repair prompts for diffusion‑based inpainting, surpassing existing methods.

AIComputer VisionICASSP
0 likes · 10 min read
Lenna: Language‑Enhanced Reasoning Detection Assistant and a Chain‑of‑Thought Image Editing Framework Using Multimodal Large Language Models
Amap Tech
Amap Tech
Apr 14, 2025 · Artificial Intelligence

HumanRig: Learning Automatic Rigging for Humanoid Characters Using a Large‑Scale Dataset

HumanRig introduces a large‑scale dataset of 11,434 AI‑generated T‑pose humanoid meshes with unified skeletons, skinning weights, joint data and images, and leverages it in a novel automatic rigging pipeline—featuring a prior‑guided skeleton estimator, a U‑shaped point transformer, and a mesh‑skeleton mutual attention network—that significantly outperforms previous methods in skeleton accuracy and skinning quality.

3D animationAIautomatic rigging
0 likes · 12 min read
HumanRig: Learning Automatic Rigging for Humanoid Characters Using a Large‑Scale Dataset
Amap Tech
Amap Tech
Apr 7, 2025 · Mobile Development

Gaode Uninhabited Area Project: Satellite Rescue and Offline Navigation Technologies

Gaode’s Uninhabited Area project introduces Satellite Rescue, which transmits encrypted, natural‑language emergency messages via satellite and a rescue chatroom to boost response speed, and Offline Navigation, employing quadtree indexing, predictive caching and seamless mode switching to guide users through network‑dead zones, proven in harsh Inner Mongolian terrains.

Mobile AppSatellite Communicationdata compression
0 likes · 8 min read
Gaode Uninhabited Area Project: Satellite Rescue and Offline Navigation Technologies
Amap Tech
Amap Tech
Mar 21, 2025 · Mobile Development

Gaode Map Terminal Architecture: Achieving Ultra‑Stable, High‑Performance, and Efficient Mobile Mapping

Gaode Map’s new integrated container architecture, combined with on‑demand loading, package slimming, and multi‑system/device/language support, delivers ultra‑stable, high‑availability navigation with second‑level startup, halved binary size and traffic, enabling efficient, cross‑platform mobile mapping for diverse hardware.

Container ArchitectureHigh Availabilityapp startup
0 likes · 12 min read
Gaode Map Terminal Architecture: Achieving Ultra‑Stable, High‑Performance, and Efficient Mobile Mapping
Amap Tech
Amap Tech
Mar 19, 2025 · Artificial Intelligence

Driving by the Rules: Integrating Lane-Level Traffic Regulations into Online HD Maps

Gaode Map and Xi'an Jiaotong University introduce the “Driving by the Rules” task, releasing the MapDR benchmark that integrates lane‑level traffic‑sign regulations into online‑constructed HD maps, and provide modular (VLE‑MEE) and end‑to‑end (RuleVLM) baselines to evaluate rule extraction and lane association.

AIAutonomous DrivingHD maps
0 likes · 8 min read
Driving by the Rules: Integrating Lane-Level Traffic Regulations into Online HD Maps