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External Tag: Keras

How Data Efficient GANs Generate Images of Cats and Dogs?

External Tags ADA, Advanced, Classification, data-analysis, data-visualization, deep learning, GAN, GANs, generative-ai, Guide, Image, Image Analysis, image generattor, images, Keras, probability, python, Training, unstructured data, Unsupervised

Preprocessing Layers in TensorFlow Keras

External Tags computer-vision, dataset, Datasets, deep learning, Features, Guide, Image, Intermediate, Kaggle, Keras, Layer, machine-learning, normalization, Preprocessing, python, Sentiment Analysis, TensorFlow, Training

How to Extend Your Predictions Beyond

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Post date March 3, 2024
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External Tags data-science, Keras, TensorFlow, time-series-analysis

Adversarial Learning with Keras and TensorFlow (Part 3): Exploring Adversarial Attacks Using Neural Structured Learning (NSL)

External Tags adversarial attacks, adversarial examples, Adversarial Learning, adversarial training, deep learning, fast gradient sign method, fgsm attack, image-classification, image-processing, Keras, machine-learning, model robustness, Neural Structured Learning, neural-networks, nsl, pgd attack, projected gradient descent, TensorFlow, Tutorial

Adversarial Learning with Keras and TensorFlow (Part 2): Implementing the Neural Structured Learning (NSL) Framework and Building a Data Pipeline

External Tags Adversarial Learning, computer-vision, Data Pipeline, deep learning, Keras, machine-learning, model robustness, Neural Structured Learning, neural-networks, nsl, structured learning, TensorFlow, Tutorial

Adversarial Learning with Keras and TensorFlow (Part 1): Overview of Adversarial Learning

External Tags adversarial attacks, adversarial examples, Adversarial Learning, computer-vision, deep learning, Keras, machine-learning, neural-networks, robust models, robustness, TensorFlow, Tutorial

ExecuTorch vs TensorFlow Lite

External Tags edge devices, Endless Origins, ExecuTorch, Keras, mobiles, pytorch, Pytorch mobile, TensorFlow, TensorFlow Lite

Machine Learning for Regression with Imbalanced Data

External Tags data-science, Keras, machine-learning, programming, python

What Is Keras Core?

External Tags Cross-Framework Functionality, custom components, deep learning, Deep Learning Frameworks, future-proof code, jax, Keras, Keras Core, machine-learning, pytorch, scalability, TensorFlow, universal training loops

CycleGAN: Unpaired Image-to-Image Translation (Part 3)

External Tags CycleGAN, deep learning, Image-to-Image Translation, Keras, TensorFlow, Tutorial