GTC Japan 2017 Part 14: Era of Autonomous Machines

TL;DR

The future of autonomous machines extends beyond self-driving cars and includes a wide range of equipment in various industries, such as construction and agriculture.

Transcript

well this is the area of autonomous machines the self-driving car is the first one it's the first and the most impactful to society of the autonomous machines we can create but there's so many more I believe that every single machinery that moves will have autonomous technology in the near future it could be an excavator it could be a plow it could... Read More

Key Insights

• 😨 Autonomous technology will revolutionize industries beyond self-driving cars, with a projected market value of $400 billion.
• ❣️ Various machinery, including heavy equipment in construction, will become autonomous and equipped with sensor fusion, deep learning, and artificial intelligence capabilities.
• 🖐️ Drones will play a significant role in scanning and mapping construction sites, ensuring safety and improving efficiency.
• 🥹 The fusion of virtual reality and artificial intelligence with autonomous machines holds the potential for operators to control equipment remotely, enhancing safety and productivity.

Questions & Answers

Q: What are some examples of autonomous machines other than self-driving cars?

Some examples of autonomous machines include excavators, plows, trucks, dump trucks, tractors, robotic arms, and delivery robots. These machines will have autonomous capabilities similar to self-driving cars but with different applications and demands.

Q: How will autonomous machines improve the safety of construction sites?

Autonomous machines in construction will use drones to scan and map the construction site, ensuring the safety of workers. These machines will be able to recognize and navigate their surroundings, keeping operators and workers out of harm's way.

Q: How will autonomous machines learn from the operator?

Autonomous machines will learn from the operator's actions and preferences, allowing them to understand how to perform certain tasks. This learning capability will enhance the operator's ability to manage large equipment efficiently.

Q: What is the potential fusion of artificial intelligence and virtual reality in autonomous machines?

The partnership between Komatsu and NVIDIA aims to fuse virtual reality and artificial intelligence with autonomous machines. This fusion would allow operators to control machines remotely through virtual reality, providing a safer and more immersive experience.

Summary & Key Takeaways

• Autonomous technology will be integrated into various types of machinery, ranging from excavators and trucks to robotic arms and delivery robots.

• The applications and demands of autonomous machines differ, but the fundamental computing processes, sensor fusion, deep learning, and actuation remain the same.

• The autonomous machines market is projected to reach $400 billion, encompassing industries like manufacturing, agriculture, industrial, construction, and packaging.