At Reflections, we focus on creating innovative solutions in the areas of data engineering, Big Data, AI based decisioning, computer vision, NLP etc. Some of the POCs, MVPs we have developed leveraging our research and development initiatives include traffic route optimization solution, optimum project resource allocation system, object detection and classification, object size calculation, aerial image processing
Machine Learning (ML) and Deep Learning are subsets of artificial intelligence
Project Description
Machine learning involves the usage of complex algorithms that
automatically learn and refine the learning from a vast
amount of data and data patterns. The performance of these
systems plateau after an extended period of training.
Deep learning,
on the other hand, is a subset of machine learning.
Large neural networks (complex algorithms with
brain-like functions) are constructed and trained with a huge
amount of data continuously. The performance of these networks
improves as the training increases. This results in the
development of machines that can predict outcomes through deductive
reasoning and logic.
We assist customers in identifying AI opportunities for
improved efficiency of operations. Our decade long expertise in AI and ML software
development can be leveraged to build intelligent
systems that effectively automate tedious or repetitive
tasks. Deep learning, on the other hand, is a subset of machine learning . Large neural networks
(complex algorithms with brain-like functions)
are constructed and trained with a huge amount of data
continuously. The performance of these networks improves as the training increases.