Today we continue Machine Learning domain post, focus on Benefits of Transfer Learning to Deep Learning. Transfer Learning (TL) for Deep Learning (DL) is a machine learning (ML) approach and techniques used to save time and resources from having to train multiple machine learning models from scratch to complete similar tasks, in particular for tasks
Self-supervised learning is the secret to ULMFiT (Universal Language Model Fine-tuning ), a natural language processing training approach that dramatically improves the state-of-the-art in this important field. In ULMFiT they start by pretraining a “language model” that is, a model that learns to predict the next word of a sentence. They are not necessarily interested in
The word self-supervised learning is a means for training computers to do tasks without humans providing labeled data. Self-supervised learning can also be an autonomous form of supervised learning because it does not require human input in the form of data labeling. The term self-supervised learning has been widely used to refer to techniques that
An online trouble ticket system is the near equivalent of the robot that we all want which would organize and take care of everything for us. As innovation keeps on creating and develop with every passing year, we have so many tools, software programs available to us that it can be tricky to keep track
Transfer learning is a research problem in machine learning that focuses on storing knowledge gained while solving one problem and applying it to a different but related problem. This post focuses on discussing the theory of transfer learning, under Deep Learning (DL) in Machine Learning (ML) context from the educational aspect. The first theory of transfer
HiKey 970 Development Board is Super Edge AI Computing Platform Powered by Kirin970 SOC with 4 x Cortex A73,4 x Cortex A53. Hikey970 has 6GB LPDDR4 RAM, 64GB UFS storage, Gigabit Ethernet, GPS,PCIE Gen2 and CAN on board. As world’s first dedicated NPU AI platform, Hikey970 integrates Huawei HiAI computing architecture and popular neural network
Indeed, that 10 years from now, we begin from the end, in case for those yet to see what the change and impact will be. Mega trends are concept we use for describe global, sustained and macro economic forces of development that impacts business, economy, society, cultures and personal lives thereby defining our future world
Online Retail Industry is a sector which involves Mobile App for business development.People utilized them to make online purchases. Fast forwarding to the present now several of these malls are literally half empty and very silent. Even the people who visit them are just doing window shopping. This is because they never embraced the power
Virtual Reality in Electronic Manufacturing Virtual reality technology is being adopted by electronics manufacturing companies to improve manufacturing efficiency. This technology in the electronic manufacturing industry is often referred to as digital design, simulation, and integration. Virtual reality technology allows companies to inspect design objects at all possible scales, thereby eliminating defects in products at
Artificial intelligence (AI) is the development and use of computers to perform tasks that traditionally require human intelligence, such as visual perception, speech recognition, and language translation. Artificial intelligence (AI) is one of several disruptive technologies that consumer products industry can deploy to further advance their journey to digital maturity. AI technologies perform to help