Posts

Understanding coordinate systems and DICOM for deep lea...

Multiple introductory concepts regarding deep learning in medical imaging, such ...

Logging and Debugging in Machine Learning - How to use ...

A guide on how to debug machine learning code and how to use logs to catch error...

Understanding the receptive field of deep convolutional...

An intuitive guide on why it is important to inspect the receptive field, as wel...

How to Unit Test Deep Learning: Tests in TensorFlow, mo...

Explore unit testing in tensorflow code using tf.test(), mocking and patching ob...

Best practices to write Deep Learning code: Project str...

A deep learning python project template, object oriented techniques such as abst...

Deep Learning in Production: Laptop set up and system d...

An article course on how to write and deploy deep learning systems in production...

Recurrent neural networks: building a custom LSTM cell

Are you interested to see how recurrent networks process sequences under the hoo...

Data preprocessing for deep learning: Tips and tricks t...

How to optimize the data processing pipeline using batching, prefetching, stream...

Self-supervised representation learning on videos

In this article, we dive into the state-of-the-art methods on self-supervised re...

Data preprocessing for deep learning: How to build an e...

How to develop high performance input pipelines in Tensorflow using the ETL patt...

How to train a deep learning model in the cloud

How to create a VM instance in Google cloud, transfer a deep learning model and ...

In-layer normalization techniques for training very dee...

How can we efficiently train very deep neural network architectures? What are th...

Introduction to 3D medical imaging for machine learning...

Learn how to apply 3D transformations for medical image preprocessing and augmen...

How to build a custom production-ready Deep Learning Tr...

Building a custom training loop in Tensorflow and Python with checkpoints and Te...

Recurrent Neural Networks: building GRU cells VS LSTM c...

What are the advantages of RNN’s over transformers? When to use GRU’s over LSTM?...

How Attention works in Deep Learning: understanding the...

New to Natural Language Processing? This is the ultimate beginner’s guide to the...

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