Have you ever wondered what your dog would look like in 3D? Or how you could create realistic animations of your furry friend? Surrey AI Project is a research initiative by the University of Surrey, where researchers used artificial intelligence and the video game Grand Theft Auto to generate 3D models of dog pic from 2D images.
In this article, we will explain how the Surrey AI Project, a collective name for various research and education initiatives related to artificial intelligence at the University of Surrey, achieved this feat. We will also explore the potential applications and implications of this technique, such as wildlife conservation, animation, metaverse. Let’s get started!
What is Surrey AI Project?
Surrey AI Project is a collective name for various research and education initiatives related to artificial intelligence (AI) at the University of Surrey. The project aims to put people at the heart of AI, augmenting human capabilities and delivering an inclusive and responsible force for good.
This project is also involved in various collaborations and partnerships with industry, the public sector, government and national AI organisations to deliver a step-change in AI research, training and innovation.
How Surrey AI Project Can Transform Your Dog Pics into 3D Models
This is a recent news headline that describes a study from the University of Surrey, where researchers used artificial intelligence and the video game Grand Theft Auto to generate 3D models of dogs from 2D images.
The researchers modified the game to replace the main character with different breeds of dogs, and then trained an AI system to predict the 3D pose of the dog pic from the 2D frames. They hope that this technique can be applied to real AI dog pictures and help with various applications, such as wildlife conservation and animation.
How Virtual Dogs Can Help AI Learn 3D Vision?
To train AI to infer 3D shapes from 2D images, it needs to see dog pictures along with 3D data of the actual positions of the objects. For humans, this requires wearing suits that capture their movements. However, it is not easy to make many dogs wear such suits and behave well. So, researchers used a lot of simulated dogs for their study.
Using a technique called “modding”, researchers changed the code of Grand Theft Auto to replace the protagonist with one of eight dog breeds. They created 118 videos of the dogs performing various actions such as sitting, walking, barking and running under different lighting and weather settings. DigiDogs is a new database for 3D dog pose estimation using Meta’s DINOv2 Model.
Method for Generating Realistic 3D Models
- Research Topic: Using AI to generate 3D models of dog pic from 2D images.
- Method: Training an AI system on images of virtual dogs created by modding Grand Theft Auto V.
- Database: DigiDogs, consisting of 27,900 frames of eight breeds of dogs in various poses and environments.
- Applications: Conservation, animation, metaverse, etc.
- Award: Best Paper at the IEEE/CVF’s Winter Conference on Applications of Computer Vision.
Frequently Asked Questions
What are the benefits of using Surrey AI Project?
Surrey AI Project can help you create stunning 3D models of your dog from simple photos, without the need for expensive scanners or cameras.
How does the Surrey AI Project work?
The Surrey AI Project uses a deep learning system that can predict the 3D pose and shape of a dog pic from a single 2D image.
Is the Surrey AI Project safe and ethical?
The Surrey AI Project is committed to ensuring the safety and ethics of their research and technology.
How fast is the Surrey AI project?
The Surrey AI project is able to generate 3D models of dog picture from 2D images in a matter of seconds.
Conclusion
The Surrey AI Project has demonstrated a novel technique to generate realistic 3D models of dogs from 2D images. This technique can overcome the challenges of obtaining 3D data for animals and can potentially be applied to other species and scenarios. The researchers hope that their work can contribute to various applications.
The study also showcases the power and creativity of AI, as well as the importance of putting people at the heart of AI. By using AI to create 3D models of dog pic, the researchers not only advance the state-of-the-art in computer vision, but also celebrate the bond between humans and their furry companions.
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