Precision training data for AI teams为 AI 团队提供精准训练数据

Turn raw data into model-ready ground truth. 把原始数据,转化为模型可用的标注真值。

TopoView labels your images, text, audio, video and 3D data with human precision and rigorous QA — so your models train on data you can trust. 拓维数智 以人工精度与严格质检,为你的图像、文本、音频、视频和 3D 数据做标注 —— 让模型训练在可信赖的数据之上。

Trusted by AI & ML teams受 AI 与机器学习团队信赖
VISIONLABSNEURADRIVE.AI
Street scene being annotated
car · 0.98
person · 0.96
sign · 0.92
99.5% accuracy99.5% 准确率
Human-in-the-loop QA人工参与质检
99.5%Labeling accuracy标注准确率
50M+Items annotated已标注数据量
24/7Global workforce全球团队
<48hAvg. turnaround平均交付时间
What we do我们做什么

A full-stack annotation partner全流程数据标注合作伙伴

From a quick pilot to millions of items in production — managed end to end with quality baked in.从小规模试点到百万级量产 —— 全程托管,质量内建。

Image & Video图像与视频

Bounding boxes, polygons, semantic segmentation, keypoints and frame-by-frame tracking for computer vision.边界框、多边形、语义分割、关键点,以及逐帧视频跟踪,服务于计算机视觉。

Text & NLP文本与 NLP

Entity recognition, classification, sentiment, intent and RLHF-style ranking to fine-tune and align LLMs.实体识别、分类、情感、意图,以及 RLHF 排序,用于微调与对齐大语言模型。

Audio & Speech音频与语音

Transcription, speaker diarization, sound-event tagging and intent labeling for voice and audio models.转写、说话人分离、声音事件标注与意图识别,服务于语音和音频模型。

3D & LiDAR3D 与激光雷达

Point-cloud annotation, cuboids and sensor-fusion labeling for autonomous driving and robotics.点云标注、立方体框与多传感器融合标注,服务于自动驾驶与机器人。

Quality Assurance质量保障

Multi-pass review, consensus scoring and gold-standard benchmarks so every dataset clears your bar.多轮审核、一致性评分与黄金标准基准,确保每份数据集都达到你的标准。

Managed Workforce团队托管

Trained, vetted annotators plus a dedicated PM scale your project up or down — no hiring overhead.经过培训与筛选的标注员加专职项目经理,按需扩缩,无需自建团队。

Every modality全模态覆盖

One pipeline, all your data一套流程,涵盖所有数据

Whatever your model learns from, we structure it cleanly and consistently.无论你的模型从何种数据学习,我们都能干净、一致地结构化。

Vision视觉Images & video图像与视频
Language语言Text & documents文本与文档
Audio音频Speech & sound语音与声音
Sensor传感器3D, LiDAR & point clouds3D、激光雷达与点云
Team collaborating on data
99.5%avg. accuracy平均准确率
About TopoView关于拓维数智

Your data, mapped with precision.以精准,描绘你的数据。

Great models start with great data. TopoView pairs a skilled, security-trained workforce with rigorous quality processes to deliver training sets you can trust — at the scale and speed modern AI demands.优秀的模型源于优质的数据。拓维数智 将训练有素、注重安全的团队与严格的质量流程相结合,以现代 AI 所需的规模与速度,交付你可以信赖的训练数据。

We plug into your pipeline and own the messy work of getting labels right, so your team can focus on building models.我们接入你的流程,承担把标注做对的繁琐工作,让你的团队专注于构建模型。

  • Domain-trained specialists, not generic crowds领域培训的专业标注员,而非泛用众包
  • Enterprise-grade security & NDA workflows企业级安全与保密(NDA)流程
  • Transparent reporting and per-item QA metrics透明的报告与逐条质检指标

Let's build your dataset.一起构建你的数据集。

Tell us about your project and we'll get back within one business day with a plan and a quote.告诉我们你的项目,我们将在一个工作日内回复方案与报价。

Working with AI teams worldwide服务全球 AI 团队

Thanks — we'll be in touch shortly.感谢 —— 我们会尽快与你联系。