soans1994 / traffic-sign-board-detection

Large scale synthetic dataset using blender

Traffic-sign-board-detection

Large scale synthetic dataset for object detection

Basically any objects with high resolution, pixel perfect bounding box annotations. We provide custom dataset by developing 3D models. Realism depends on the quality of the 3D model. Please check my project below for traffic sign boards, for example.

• multiple resolutions(shown below: 512x512)
• yolo, coco format bbox
• depthmap/distance map
• text and number charecter extraction
• weather simulation, snow, fog, rain
• day/night cycle
• top view, side view, 360 random intrinsic camera rotations for view from all the angles. depends on your needs