Himanshu RawlaniinTowards Data ScienceHyperparameter tuning with Keras and Ray TuneA practical tutorial on choosing the best hyperparameters for your machine learning model using Bayesian optimization.Sep 11, 20201Sep 11, 20201
Himanshu RawlaniinTowards Data ScienceImplementing a fully convolutional network (FCN) in TensorFlow 2A tutorial on building, training and deploying a small and simple FCN network for image classification in TensorFlow using KerasJan 1, 20204Jan 1, 20204
Himanshu RawlaniGetting started with TensorFlow 2.0A practitioner’s guide to building and deploying an image classifier in TensorFlow 2.0Apr 23, 20198Apr 23, 20198
Himanshu RawlaniinTowards Data ScienceVisual Interpretability for Convolutional Neural NetworksInterpretability in deep learning is still an area of research. An understanding of how it works will help us in unlocking new…Dec 27, 20182Dec 27, 20182
Himanshu RawlaniinTowards Data ScienceDeploying Keras models using TensorFlow Serving and FlaskLearn how to abstract away your machine learning model details and deploy or integrate it with easy to use API endpoints.Oct 21, 201813Oct 21, 201813