3D Scene Rendering From a Single Image

10 August 2018
6 randomly generated synthetic training samples

3D Scene Rendering From a Single Image

Unlike to the inception period of deep learning, techniques such as unsupervised, self-supervised and multi-view learning have started to receive more and more attention recently. Arguing that lack of supervision makes…

Depth Estimation Using Encoder-Decoder Networks and Self-Supervised Learning

25 June 2018
depth estimation using neural networks

Depth Estimation Using Encoder-Decoder Networks and Self-Supervised Learning

Modern autonomous mobile robots (including self-driving cars) require a strong understanding of their environment in order to operate safely and effectively. Comprehensive and accurate models of the surrounding environment are…