Keras is a machine learning framework that might be your new best friend if you have a lot of data and/or you’re after the state-of-the-art in AI: deep learning. Plus, it’s the most minimalist approach to using TensorFlow, Theano, or CNTK is the high-level Keras shell.

Key Things to Know:
🔴 Keras is usable as a high-level API on top of other popular lower level libraries such as Theano and CNTK in addition to Tensorflow.
🔴 Prototyping here is facilitated to the limit. Creating massive models of deep learning in Keras is reduced to single-line functions. But this strategy makes Keras a less configurable environment than low-level frameworks.

#machinelearning
#deeplearning
#keras

@deeplearning_tuts

practical #variational #autoencoders using #Pytorch
and a simpler version using #Keras!

via: @cedeeplearning

https://becominghuman.ai/variational-autoencoders-for-new-fruits-with-keras-and-pytorch-6d0cfc4eeabd

🔻Top 13 Python Deep Learning Libraries

Part 2 of a new series investigating the top Python Libraries across Machine Learning, AI, Deep Learning and Data Science.

Of course, these lists are entirely subjective as many libraries could easily place in multiple categories. For example, TensorFlow is included in this list but Keras has been omitted and features in the Machine Learning library collection instead. This is because #Keras is more of an ‘end-user’ library like #SKLearn, as opposed to #TensorFlow which appeals more to researchers and Machine Learning engineer types.
————————————
📌Via: @cedeeplearning
📌Other social media: https://linktr.ee/cedeeplearning

link: https://www.kdnuggets.com/2018/11/top-python-deep-learning-libraries.html

#machinelearning
#deeplearning
#datascience
#paython
#libraries

🔹🔹 Deep Learning for Detecting Pneumonia from X-ray Images

🖊By Abhinav Sagar

🔻This article covers an end to end pipeline for pneumonia detection from X-ray images.

⚪️ Environment and tools

scikit-learn
keras
numpy
pandas
matplotlib

🔻🔻Do not miss out this article!!
————————
📌Via: @cedeeplearning

https://www.kdnuggets.com/2020/06/deep-learning-detecting-pneumonia-x-ray-images.html

#deeplearning #python
#machinelearning #numpy
#pandas #matplotlib
#keras #scikit_learn #healthcare #image_recognition

⭕️ Fine-tuning ResNet with Keras, TensorFlow, and Deep Learning

In this tutorial, you will learn how to fine-tune #ResNet using #Keras, #TensorFlow, and Deep Learning.

https://www.pyimagesearch.com/2020/04/27/fine-tuning-resnet-with-keras-tensorflow-and-deep-learning/
——————
📌Via: @cedeeplearning

#machinelearning #AI
#deeplearning #neuralnetworks #math
#tutorial #free