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Applying deep learning to real-world problems – merantix – Medium » May 23, 2017… At Berlin-based Merantix, we work on these new business cases in… Applying deep learning to real-world problems can be messy (source: pinsdaddy.com).…. Data crawling: if there is neither a public pre-trained model nor ... Medium.com

Limitations of Deep Learning for Vision, and How We Might Fix Them » Feb 9, 2019… Deep Learning was also rapidly adapted to other visual tasks such as object detection,… But in real world applications, these biases are particularly problematic…. Unlike deep nets, compositional models require structured ... Thegradient.pub

What Is Deep Learning? | How It Works, Techniques & Applications… » Learn more about deep learning with MATLAB examples and tools.… Deep learning models can achieve state-of-the-art accuracy, sometimes….. 3 concepts: what deep learning is, how it is used in the real world, and how you can get started. Mathworks.com

Robust Physical-World Attacks on Deep Learning Models » Apr 10, 2018… Using the real-world case of road sign classification, we show that adversarial examples generated using RP2 achieve high targeted ... Arxiv.org

Real world example of deep learning: Sexual abuse material… » Real World Example of Deep Learning: Toxic Material Detection.… Valohai to speed up training and retraining of the models and help them concentrate on the  ... Valohai.com

Using Deep Learning to Solve Real World Problems » Are you using deep neural networks in the real world, solving real world problems?…. We are exploring generative models, and several unsupervised learning… example by using newly available hardware accelerators for neural networks. Kdnuggets.com

10 Real World Examples of Deep Learning Models & AI » Futran… » Aug 29, 2018… For the vast majority of us, concepts like deep learning and Artificial Intelligence are still alien. Most people who come across these terms for ... Futransolutions.com

Applications of Reinforcement Learning in Real World » Aug 1, 2018… RL, known as a semi-supervised learning model in machine learning, is a technique to allow an agent to take actions and interact with an ... Towardsdatascience.com

A Comprehensive Hands-on Guide to Transfer Learning with Real… » Nov 14, 2018… Besides, most deep learning models are very specialized to a particular…. For instance, in cases of classification, the model learns mapping ... Towardsdatascience.com

A Beginner's Guide to Neural Networks and Deep Learning | Skymind » With that brief overview of deep learning use cases, let's look at what neural nets… Pairing the model's adjustable weights with input features is how we assign ... Skymind.ai

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