We believe that using deep learning and synthetic data can aid a person’s depth estimation task. In this article, we will discuss the details of a relevant dataset generation process and demonstrate the depth estimation results on real data. Why … Read More
Deep Neural Network
Rangefinding, Deep Learning, and Synthetic Data
There is a task: given an image of a person, determine the distance between this person and the camera from which the given image was captured. Terminology and theoretical foundations relevant to this task were discussed in the preface to … Read More
Preface to Depth Estimation
There is a task: given an image of a person, determine the distance between this person and the camera from which the given image was captured. In this article, we will discuss terminology and theoretical foundations relevant to this task. … Read More
How do you train a deep neural network to recognize images?
Data collection Additionally, to classic approaches, synthetic data proves to be a valuable option to quickly add variability, volume, and balance in data. It accelerates object recognition by replacing the need for extensive, time-consuming manual labeling. With synthetics, we create … Read More
