Convolutional Neural Network Predictions with TensorFlow's Keras API

In this episode, we'll demonstrate how to use a convolutional neural network (CNN) for inference to predict on images of cats and dogs using TensorFlow's Keras API. 🕒🦎 VIDEO SECTIONS 🦎🕒 00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources 01:10 Preparing The Test Data 03:37 Predicting On The Test Data 05:40 Plotting Predictions With A Confusion Matrix 08:27 Collective Intelligence and the DEEPLIZARD HIVEMIND 💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥 👋 Hey, we're Chris and Mandy, the creators of deeplizard! 👉 Check out the website for more learning material: 🔗 https://deeplizard.com 💻 ENROLL TO GET DOWNLOAD ACCESS TO CODE FILES 🔗 https://deeplizard.com/resources 🧠 Support collective intelligence, join the deeplizard hivemind: 🔗 https://deeplizard.com/hivemind 🧠 Use code DEEPLIZARD at checkout to receive 15% off your first Neurohacker order 👉 Use your receipt from Neurohacker to get a discount on deeplizard courses 🔗 https://neurohacker.com/shop?rfsn=648... 👀 CHECK OUT OUR VLOG: 🔗    / deeplizardvlog   ❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind: Tammy Mano Prime Ling Li 🚀 Boost collective intelligence by sharing this video on social media! 👀 Follow deeplizard: Our vlog:    / deeplizardvlog   Facebook:   / deeplizard   Instagram:   / deeplizard   Twitter:   / deeplizard   Patreon:   / deeplizard   YouTube:    / deeplizard   🎓 Deep Learning with deeplizard: Deep Learning Dictionary - https://deeplizard.com/course/ddcpailzrd Deep Learning Fundamentals - https://deeplizard.com/course/dlcpailzrd Learn TensorFlow - https://deeplizard.com/course/tfcpailzrd Learn PyTorch - https://deeplizard.com/course/ptcpailzrd Natural Language Processing - https://deeplizard.com/course/txtcpai... Reinforcement Learning - https://deeplizard.com/course/rlcpailzrd Generative Adversarial Networks - https://deeplizard.com/course/gacpailzrd 🎓 Other Courses: DL Fundamentals Classic - https://deeplizard.com/learn/video/gZ... Deep Learning Deployment - https://deeplizard.com/learn/video/SI... Data Science - https://deeplizard.com/learn/video/d1... Trading - https://deeplizard.com/learn/video/Zp... 🛒 Check out products deeplizard recommends on Amazon: 🔗 https://amazon.com/shop/deeplizard 🎵 deeplizard uses music by Kevin MacLeod 🔗    / @incompetech_kmac   ❤️ Please use the knowledge gained from deeplizard content for good, not evil.

Data Augmentation with TensorFlow's Keras API
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Data Augmentation with TensorFlow's Keras API

Image Preparation for Convolutional Neural Networks with TensorFlow's Keras API
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Image Preparation for Convolutional Neural Networks with TensorFlow's Keras API

MIT 6.S191: Convolutional Neural Networks
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MIT 6.S191: Convolutional Neural Networks

Neural Network Predictions with TensorFlow's Keras API
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Neural Network Predictions with TensorFlow's Keras API

Fine-Tuning MobileNet on Custom Data Set with TensorFlow's Keras API
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Fine-Tuning MobileNet on Custom Data Set with TensorFlow's Keras API

How convolutional neural networks work, in depth
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How convolutional neural networks work, in depth

But what is a convolution?
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But what is a convolution?

Introducing convolutional neural networks (ML Zero to Hero - Part 3)
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Introducing convolutional neural networks (ML Zero to Hero - Part 3)

Build and Train a Convolutional Neural Network with TensorFlow's Keras API
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Build and Train a Convolutional Neural Network with TensorFlow's Keras API

Demand Forecasting with Keras Convolution Neural Networks
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Demand Forecasting with Keras Convolution Neural Networks

Billionaire's WARNING: I'm SELLING. The Crash Is Already Here!
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Billionaire's WARNING: I'm SELLING. The Crash Is Already Here!

SUMMER DEEP HOUSE Musics Mix 2026 ♫ Bruno Mars, Lady Gaga,Dua Lipa, Adele,Ed Sheeran, The Weeknd #02
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SUMMER DEEP HOUSE Musics Mix 2026 ♫ Bruno Mars, Lady Gaga,Dua Lipa, Adele,Ed Sheeran, The Weeknd #02

Build a Fine-Tuned Neural Network with TensorFlow's Keras API
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Build a Fine-Tuned Neural Network with TensorFlow's Keras API

What are Convolutional Neural Networks (CNNs)?
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What are Convolutional Neural Networks (CNNs)?

MobileNet Image Classification with TensorFlow's Keras API
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MobileNet Image Classification with TensorFlow's Keras API

Neural Network Learns to Play Snake
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Neural Network Learns to Play Snake

Simple explanation of convolutional neural network | Deep Learning Tutorial 23 (Tensorflow & Python)
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Simple explanation of convolutional neural network | Deep Learning Tutorial 23 (Tensorflow & Python)

You Know This Song (but the Orchestra Doesn’t) | Jacob Collier & VSO School of Music Orchestra | TED
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You Know This Song (but the Orchestra Doesn’t) | Jacob Collier & VSO School of Music Orchestra | TED

Predict with a Fine-Tuned Neural Network with TensorFlow's Keras API
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Predict with a Fine-Tuned Neural Network with TensorFlow's Keras API

SUMMER DEEP HOUSE Musics Mix 2026 ♫ Bruno Mars, Lady Gaga,Dua Lipa, Adele,Ed Sheeran, The Weeknd #29
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SUMMER DEEP HOUSE Musics Mix 2026 ♫ Bruno Mars, Lady Gaga,Dua Lipa, Adele,Ed Sheeran, The Weeknd #29