UnrealCV is an open source project to help computer vision researchers build virtual worlds using Unreal Engine 4 (UE4). It extends UE4 with a plugin by providing:
UnrealCV is an open source project to help computer vision researchers build virtual worlds using Unreal Engine 4 (UE4). It extends UE4 with a plugin by providing: A set of UnrealCV commands to interact with the virtual world. Communication between UE4 and an external program, such as Caffe. UnrealCV can be used in two ways. UMG item tutorial crashes when load or restart map. Slot texture after 'refresh inventory' foreachloop in umg inventory. Add inventory slots for each inventory item with changing values. UMG dynamic resize border. Drag and Drop widget not functioning as intended. No Inventory Structs as in tutorial.
- A set of UnrealCV commands to interact with the virtual world.
- Communication between UE4 and an external program, such as Caffe.
UnrealCV can be used in two ways. The first one is using a compiled game binary with UnrealCV embedded. This is as simple as running a game, no knowledge of Unreal Engine is required. The second is installing UnrealCV plugin to Unreal Engine 4 (UE4) and use the editor of UE4 to build a new virtual world.
Please read Tutorial: Getting Started to learn using UnrealCV.
Tutorials
Getting Started - The basics of using UnrealCV, start from here.
Generate an image dataset with ground truth - An iPython notebook showing how to generate an image dataset with rich ground truth from a virtual scene.
Integrate with Faster-RCNN - Show how to use images from a video game for testing faster-RCNN.
Install Plugin to UE4 - How to install UnrealCV plugin into UE4.
Integrate with OpenAI Gym - How to combine UnrealCV and OpenAI Gym interface for reinforcement learning.
Reference
Architecture - Technical Details of UnrealCV
Command List - All available commands provided in UnrealCV
Model Zoo - A list of compiled games with UnrealCV integrated
Demos - A demo video about applications of UnrealCV.
Unreal Engine Tutorial Pdf
Citation
If you found this project useful, please consider citing our paper
Contact
UnrealCV is an open-source project created by students from Johns Hopkins University and Peking University under the supervision of Prof. Alan Yuille and Prof. Yizhou Wang. The team thanks NSF Expedition in Computing, Visual Cortex On Silicon and Deep Intermodal Video Analytics (DIVA) for supporting this work. It is maintained by the UnrealCV team, see the team member list.
Unreal Engine Slot Machine
If you have any suggestion or interested in using UnrealCV, please contact us.