Pokémon Cards Archives

Niantic technology originally built for Pokémon Go is finding a new use beyond gaming. Data gathered from millions of players is now helping delivery robots navigate city streets more precisely. Niantic Spatial recently partnered with Coco Robotics, a company developing short distance delivery robots for food and grocery services. Good to Know Pokémon Go player scans helped train Niantic mapping technology. More than 30 billion images contributed to the system. Coco Robotics robots will use the technology for food deliveries. Player Data Trains Robot Navigation Niantic developed a navigation system called Visual Positioning System, or VPS. Instead of relying only on GPS, the technology determines location by analyzing nearby buildings and landmarks. Training data came largely from Pokémon Go players. Over the years, users scanned statues, streets, and public landmarks while completing in game tasks. Those scans helped build detailed 3D maps of real world locations. Niantic says more than 30 billion images helped train the system. “It turns out that getting Pikachu to realistically run around and getting Coco’s robot to safely and accurately move through the world is actually the same problem,” Niantic Spatial CEO John Hanke said in a recent interview with MIT Technology Review. At its peak in 2016, Pokémon Go had roughly 230 million monthly players. Even years later, the game still maintains tens of millions of active users who continue to generate mapping data. Delivery Robots Need Better Navigation Delivery robots often rely on GPS for navigation. However, accuracy can drop in dense urban areas where tall buildings interfere with satellite signals. Niantic says VPS can pinpoint location within a few centimeters by comparing camera images with its landmark database. Coco Robotics robots will use four cameras to analyze surroundings and match them with the VPS system. “The promise of last-mile robotics is immense, but the reality of navigating chaotic city streets is one of the hardest engineering challenges,” Hanke said in a statement. Using landmark recognition instead of GPS alone could help robots cross streets, avoid obstacles, and arrive faster with deliveries. Crowdsourced Data Finds New Uses Pokémon Go users originally captured images to complete in game objectives. Some tasks even rewarded players for scanning monuments or public spaces through their phone cameras. Those scans quietly built a massive visual dataset of real world locations. Niantic now uses the same data to power navigation systems outside gaming. Crowdsourced datasets have influenced other technologies as well. CAPTCHA image tests and mapping platforms have long provided training data for machine learning systems and mapping tools. Niantic says its long term goal centers on building a constantly updating digital map of the world. Delivery robots using VPS may add even more visual data to improve the system over time. FAQ What is Niantic Visual Positioning System? VPS is a navigation technology that identifies location by analyzing landmarks and surroundings rather than relying only on GPS signals. How does Pokémon Go contribute to the system? Players scanned buildings, landmarks, and public spaces during gameplay, generating billions of images used to train the mapping model. Who is Coco Robotics? Coco Robotics develops small autonomous robots used for short distance delivery of food and groceries. Why is VPS useful for robots? The system can provide more precise location data in areas where GPS signals become unreliable. How many images trained the system? Niantic says the model was trained using more than 30 billion images collected from players.

Pokémon Cards

Pokémon Go Data Now Helps Delivery Robots Navigate Cities

Interest in Pokémon Cards Spikes as Championship Hype Grows

Holos Lets Users Trade Real Collectibles Without Shipping Hassles in New Marketplace

Coinbase CLO Challenges SEC with Pokémon Cards in Legal Battle