3D Bounding Box for Deep Learning Object Detection

Features:

• 3D Bounding Boxes: Capture screenshots with accompanying label files that not only contain the coordinates of the 3D bounding boxes of tracked objects but also provide critical additional information:
• Occlusion Detection: Automatically checks for object occlusion and annotates it in the label file if detected.
• Truncation Check: Evaluates if objects are truncated and includes this information in the label, ensuring data accuracy.
• Camera Visibility: Verifies if objects are in front of the camera; if not, they are excluded from the label file.
• Camera calibration data: For each image generated, a file including the camera intrinsics matrix is saved.

Code Modules:

• BoundingBox3D, Runtime

Important to know:

• The plugin doesn't draw bounding boxes on your screen captures. It writes a .txt file containing the coordinates of the bounding boxes.

Number of Blueprints: 2

Number of C++ Classes: 5

Network Replicated: No

Supported Development Platforms:

• Windows: Yes
• Mac: Yes
• Linux: No (not tested)

Supported Target Build Platforms:

• Windows
• Mac

Documentation: Plugin Documentation

Support Discord: Join Our Discord Community