Data Collection x AI Construction Service - Smart City/Mobility -Macnica

Total support from data collection to AI construction

We provide a series of services from initial research for AI introduction, data collection, to optimal AI construction and quality verification according to customer's purpose.

Service overview

Macnica 's AI construction service is for companies that have problems utilizing artificial intelligence and deep learning, and our experienced engineers will flexibly handle all tasks related to AI construction according to customer requests.

Data collection service

Data will be collected using Macnica data collection vehicles. By time-synchronizing data from various sensors such as cameras, LiDAR, radar, GPS/IMU, etc., we collect data suitable for learning autonomous driving.

High-quality, low-cost annotation service

AI構築には、画像内にある認識させたい物体の「位置」とその「ラベル名」を関連付ける
アノテーションが必要です。アノテーションは、膨大な数の画像一枚一枚に対して行うため、
AI構築サイクルの中で最も多くの工数を要します。
マクニカは、高品質かつ低コストなアノテーションサービスを提供します。

Training image generation service using GAN

Developing an image recognition system for autonomous driving requires training data of various variations such as season, time, weather, location, etc., but preparing this data requires a huge amount of cost. By generating images using GAN (Generative Adversarial Network), Macnica provides a rich variety of training datasets without actually driving the car.