How the next generation of multisensory data-training platforms shapes MLOps

With the fast global development of AI industry since 2007, the demand for data processing has increased rapidly. When it comes to application fields such as autonomous driving, wise healthcare and smart urban governance, artificial intelligence has played a crucial role.

According to Statista, the amount of big data generated by today’s increasingly digitized economy is growing at a rate of 40% each year and is expected to reach 163 trillion gigabytes by 2025. This growth in big data is driving the improvement of AI algorithms.

Having data alone is meaningless until they are labeled for machine deep learning and evolution. Artificial Intelligence relies on human intelligence, so data training is a must.

BasicAI Xtreme1 is a data-centric MLOps platform that speedily develops and iterates your AI model.

Unified AI-powered platform

Xtreme1 covers most modern data types such as LiDAR point cloud, imagery, video and text, and unifies data governance, data quality control, and ontology-based data Management into a single, AI-powered platform. Xtreme1 delivers you the best experience for multi-model data curation.

Enhanced multisensor solution for Autonomous Driving industry

LiDAR, the sensor that is becoming the industry standard for autonomous vehicles, performs well in adverse visibility conditions such as bad weather, and shadows. It is convinced about the key relevance of this sensor and its capabilities for the success of autonomy.

The task of manually segmenting every single point in a LiDAR scene is tedious, time-intensive, and requires high attention to detail in order for the machine to gain a solid understanding of the physical world. Xtreme1 specializes in full solutions for the Autonomous Driving industry, including LiDAR sequence data segmentation to 4D LiDAR model training, from monitor evaluation to quick deployment.

Train your model with BasicAI Xtreme1

Xtreme1 provides a flexible data pipeline to collect and synthesize data. You can optimize the labeling process with respect to both accuracy and velocity. Streamlining your models with fresh and qualified data, Xtreme1 assists with quality control and data-debugging from many sources and models in real time.

Efficiently control the ML lifecycle

Xtreme1 is an AI-powered platform to help you automate and standardize the processes across the entire data-centric ML lifecycle. Not only can you prepare, annotate, govern and use advanced drift analysis on data, but you can also train, test, troubleshoot, deploy, and monitor ML models at large-scale.

Start with Xtreme1

We provide two tiers for our customers to use our platform:

The Open source community is ideal for algorithm engineers with low-volume projects. To get started, go to our GitHub channel.

The SaaS version has annual commitments with volume-based rates. This is a deal for strategic labeling initiatives with guaranteed turnaround times and quality. To speak with a sales representative, please reach out to us at [email protected]