TensorFlow tutorials

120 Dog Breeds, more than 10,000 Images: Deep Learning Tutorial for dogs classification

TensorFlow tutorials, Image Classification /
dog breed recognition

šŸ“½ļø In our latest video tutorial, we will create a dog breed recognition model using the NasLarge pre-trained model šŸš€ and a massive dataset featuring over 10,000 images of 120 unique dog breeds šŸ“ø. What You’ll Learn: šŸ”¹ Data Preparation: We’ll begin by downloading a dataset of of more than 20K Dogs images, neatly categorized […]

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Dinosaur Image Classification with a Convolutional Neural Network (Keras/TensorFlow)

TensorFlow tutorials, Image Classification /
Tensorflow dinosaor

Introduction Welcome to our comprehensive Dinosaur Image Classification Tutorial! Let’s learn a simple way for Dinosaur lower Classifications šŸ¦• Check out our tutorial here : https://www.youtube.com/watch?v=ZhTGcw0C3Dk Link for the full code here : https://eranfeit.lemonsqueezy.com/buy/f4d35093-1b80-4643-821c-45b407b0b348 or here : https://ko-fi.com/s/a902042be9 This hands-on tutorial walks you through building a Convolutional Neural Network (CNN) to classify 5 dinosaur categories

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How to Segment Skin Melanoma using ResUnet

TensorFlow tutorials, Unet /
How to Segment Skin Melanoma using Res-Unet

Introduction – Skin Melanoma Segmentation using ResUnet This tutorial provides a step-by-step guide on how to implement and train a ResUNet model for skin Melanoma detection and segmentation using TensorFlow and Keras. What You’ll Learn : Explore how to generate masks that highlight Melanoma regions within the images. Visualizing Results: See the results in real-time

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How to build a Facial Emotion Detection Model using Deep learning

TensorFlow tutorials /
emotion detection model using TensorFlow

Building a Facial Emotion Detection Model with Deep Learning Introduction Emotion detection has become one of the most exciting applications of computer vision and deep learning. By using facial emotion recognition techniques, we can automatically classify human expressions such as happiness, sadness, anger, fear, surprise, and more. In this tutorial, we will build a facial

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CNN Feature Visualization with Activation Maximization in Keras (VGG16)

TensorFlow tutorials /
CNN Feature Visualization with Activation Maximization

CNN Feature Visualization with Activation Maximization This post shows how to visualize what a convolutional neural network ā€œimaginesā€ for a target class using Activation Maximization.We will generate a synthetic image that maximally activates the ā€œPersian catā€ neuron of a pre-trained VGG16 model.The method helps you interpret CNNs, validate model behavior, and create compelling teaching visuals.We

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What actually sees a CNN Deep Neural Network model ?

TensorFlow tutorials /
visualize CNN

Welcome to our comprehensive image classification tutorial series! In this tutorial playlist, consisting of five informative videos, we will guide you through the entire process of classifying monkey species in images, utilizing vgg16 transfer learning and CNN filter visualization. This is part of our TensorFlow image classification tutorial series! Each video focuses on a specific

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How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part4)

TensorFlow tutorials /
Transfer Learning Fine-tune a Pretrained VGG16

Welcome to our comprehensive image classification tutorial series! In this tutorial playlist, consisting of five informative videos, we will guide you through the entire process of classifying monkey species in images, utilizing vgg16 transfer learning. This is part of our TensorFlow image classification tutorial series! Each video focuses on a specific aspect of the process,

How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part4) Read More Ā»

How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part3)

TensorFlow tutorials /
Optimize CNN for Accuracy using Keras Tuner Hyper Parameters

Welcome to our comprehensive image classification tutorial series! In this tutorial playlist, consisting of five informative videos, we will guide you through the entire process of classifying monkey species in images. This is part of our TensorFlow image classification tutorial series! Each video focuses on a specific aspect of the process, providing you with a

How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part3) Read More Ā»

How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part2)

TensorFlow tutorials /
Tensorflow CNNImage Classification Tutorial

šŸŽ„ TensorFlow Image Classification Tutorial With Keras CNN: Image Classification Tutorial Series: Five Parts šŸµ Welcome to our comprehensive image classification tutorial series! In this tutorial playlist, consisting of five informative videos, we will guide you through the entire process of classifying monkey species in images. This is part of our TensorFlow image classification tutorial

How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part2) Read More Ā»

How to classify monkeys ? (part1)

TensorFlow tutorials /
Basics of CNN in Deep Learning

šŸŽ„ Image Classification Tutorial Series: Five Parts šŸµ – Python Image Dataset Visualization Welcome to our comprehensive image classification tutorial series! In this tutorial playlist, consisting of five informative videos, we will guide you through the entire process of classifying monkey species in images. Each video focuses on a specific aspect of the process, providing

How to classify monkeys ? (part1) Read More Ā»

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