Packt – Hands On Computer Vision with OpenCV 4 Keras and TensorFlow 2

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Packt – Hands On Computer Vision with OpenCV 4 Keras and TensorFlow 2-RiDWARE
English | Size: 1.51 GB
Category: Tutorial


Learn
Image manipulations (dozens of techniques-such as transformations, blurring, thresholding, edge detection, and cropping)
How to segment images using a variety of OpenCV algorithms, from contouring to blob and line detection
Approximate contours and perform contour filtering, ordering, and approximations
Perform object detection for faces, people, and cars
Use Machine Learning in computer vision, including understanding Deep Learning models such as convolutional neural networks
Create a varying range of image classifiers-for example, recognizing handwritten digits, gesture recognition, and other multi-class classifiers
Perform facial recognition with deep learning
[Read more…]

Packt – Mastering Keras

Packt – Mastering Keras-XQZT
English | Size: 1.05 GB
Category: Tutorial

Explore powerful deep learning techniques using Keras
Successful data scientists need to be able to work with the most powerful tools to solve the most challenging problems. As deep learning becomes ever more entrenched as the gold-standard tool for a wide variety of advanced data analytics and Artificial Intelligence problems, it is essential for you as a data scientist or analyst to be comfortable wielding these powerful techniques on an ever-expanding array of problems. [Read more…]

Addison Wesley Professional Deep Learning with TensorFlow Keras and PyTorch Sneak Peak

Addison Wesley Professional Deep Learning with TensorFlow Keras and PyTorch Sneak Peak-RiDWARE
English | Size: 1.19 GB
Category: Tutorial

An intuitive, application-focused introduction to deep learning and TensorFlow, Keras, and PyTorch [Read more…]

Packt – Keras Tips, Tricks, and Techniques

Packt – Keras Tips, Tricks, and Techniques
English | Size: 3.01 GB
Category: Programming

Learn
Run deep learning models with Keras and a TensorFlow backend
Use image augmentation to improve training accuracy for your Keras models
Learn how to generate articles with Recurrent Neural Networks in Keras
Use Keras for Natural Language Processing
Deploy Keras models into production
Use the Keras Functional API for deep learning [Read more…]

Packt – Keras Tips Tricks and Techniques-RiDWARE

Packt – Keras Tips Tricks and Techniques-RiDWARE
English | Size: 3.01 GB
Category: Tutorial

Tips and tricks to improve your skills with Keras
Learn
Run deep learning models with Keras and a TensorFlow backend
Use image augmentation to improve training accuracy for your Keras models
Learn how to generate articles with Recurrent Neural Networks in Keras
Use Keras for Natural Language Processing
Deploy Keras models into production
Use the Keras Functional API for deep learning [Read more…]

Packt – Deep Learning and Neural Networks Using Python Keras the Complete Beginners Guide

Packt – Deep Learning and Neural Networks Using Python Keras the Complete Beginners Guide-JGTiSO
English | Size: 4.27 GB
Category: Tutorial


Deep learning and data science using a Python and Keras library – The complete guide from beginner to professional
The world has been obsessed with the terms “machine learning” and “deep learning” recently. We use these technologies every day, with or without our knowledge. Ranging from Google suggestions, to translations, ads, movie recommendations, friend suggestions, sales and customer experiences. There are tons of other applications too so there’s no wonder that deep learning and machine learning specialists, along with data science practitioners, are the most sought-after talent in the current technology world. But the problem is that, when you think about learning these technologies, there is a common misconception that it’s a prerequisite to study lots of maths, statistics, and complex algorithms. It’s almost like someone making you believe that you must learn the working of an internal combustion engine before you learn how to drive a car. The fact is that, to drive a car, we just only need to know how to use the user-friendly control pedals extending from the engine like the clutch, brake, accelerator, steering wheel, and so on. And with a bit of experience, you can easily drive a car. The basic know-how about the internal working of the engine is of course an added advantage while driving a car, but it’s not mandatory. [Read more…]