Dataset Simulation Engine produces photorealistic, computer-generated images. Camera positions, weather conditions, lighting conditions, and object positions are generated randomly for each shot. We can generate a fully annotated scene along with a depth map in less than 30 seconds and our daily output is 5.000 scenes.