Our synthetic data significantly improves object detection.
We offer a suite of data and vision APIs to help businesses get the massive amounts of training data they need to continually train and retrain their vision algorithms and improve the efficacy and safety of their AI applications.
1. Build Virtual Worlds
We build photorealistic virtual worlds to closely mimic any real location where our client's services are being used.
- Terrain Generations (interior, exterior, rural, urban, mixed)
- Weather Conditions (atmospheric effects, extreme scenarios)
- Lighting Scenarios (day/night, indoors, outdoors)
2. Create Object Models
We dynamically create variations of objects - different materials, textures, composition - to ensure flexibility and diversity in our synthetic data.
- Models of people, animals, vehicles
Model of inanimate objects
Model customization like colors, decals, placement
3. Develop Simulations
We develop simulations that give our clients the ability to control key characteristics, behaviors and functions to get the data they need.
- Basic waypoint movements
- Object physics
4. Generate Synthetic Data
We provide fully annotated synthetic data- at scale and error free- that saves time, lowers costs, and can be used to immediately train AI.
- 2D bounding box
- 3D bounding box
- Surface normals
- Depth masks
- Edge masks
- Semantic segmentation masks
- Instanced segmentation masks
- Keypoint annotations (MPII, COCO)