#deeplearning

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3 weeks ago

TensorFlow Transfer Learning: Classify Images with Mobilenet and Python

Eran Feit ·   · In this video, we'll show you how to use TensorFlow and Mobilenet to train an image classification model through transfer learning.  · We'll guide you through the process of preprocessing image data, fine-tuning a pre-trained Mobilenet model, and evaluating its performance us ...

3 months ago

Cnn Tensorflow Image Classification | Weather Image Classification 🌦️

Eran Feit ·   · Welcome to artificial intelligence and weather image prediction tutorial !  · In this tutorial, we dive deep into Convolutional Neural Networks (CNNs) using TensorFlow and Keras to categorize weather patterns. ·   · 🔍 Key Topics Covered: ·   · 🔹 Setting up a CNN model for ima ...

4 months ago

🚀 Background Removal in Python with PyTorch and Rembg! 🎨🐍

Eran Feit · Welcome to our latest Python tutorial, where we dive into the world of image processing!  · In this video, we'll guide you through the process of removing backgrounds from images using Pre-trained model basied on PyTorch : The Rembg library. · 🔧 What You'll Learn: ·   · Install t ...

5 months ago

TensorFlow CNN Tutorial: Flower Classification with Python 🌷

Eran Feit ·   · Hi, · 🌼 In our latest video tutorial, we will dive into image classification using Python and TensorFlow. · Discover how to create a Convolutional Neural Network (CNN) 📊 that can identify various types of flowers 🌻.  · What you'll learn: · Setting up your Python environment a ...

6 months ago

Creating an Animal Segmentation Model with U-Net and TensorFlow Keras

Eran Feit ·   · 🎥 In our latest video tutorial, we will dive deep into the world of sports image classification! 🏀📸 ·   · 🔍What's Covered in this Video: ·   ·   · 📦Dataset Download: We'll start by obtaining a large sports image dataset from Kaggle, carefully curated with 21 unique sports cat ...

6 months ago

TensorFlow Sports Image Classification : Building a Custom Model with TensorFlow and Keras

Eran Feit ·   · 🎥 In our latest video tutorial, we will dive deep into the world of sports image classification! 🏀📸 ·   · 🔍 What's Covered in this Video: ·   · 📦 Dataset Download: We'll start by obtaining a large sports image dataset from Kaggle, carefully curated with 21 unique sports categ ...

7 months ago

AI Food Recognition : Classifying 36 Fruits and Vegetables in TensorFlow

Eran Feit ·   · Hi, ·   · 🍏🥕🍅 In this tutorial, we guide you through the process of building a neural network capable of classifying 36 different fruits and vegetables using TensorFlow and Python. 🎥 · 📚 Here's what you'll learn:  ·   · 🔹 Data Preparation: Explore the dataset and learn how to ...

8 months ago

TensorFlow Image Classification Tutorial: ResNet50 vs. MobileNet

Eran Feit ·   ·   · This is an image Classification tutorial using Python, TensorFlow, and Keras with Convolutional Neural Networks (CNNs).  · In this video, we'll learn how to use pre-trained models to classify images based on Resnet50 and Mobilenet. ·   · Introduction to image classificati ...

9 months ago

🧠 Image Classification Tutorial: Train and Detect Objects with TensorFlow and Pixellib ⚙️

Eran Feit · 🎥 Discover the world of image classification using TensorFlow, Pixellib, and Python in our latest video tutorial! 🌟  · Learn how to train and detect custom images, enhancing your computer vision skills. 📸🔍 ·   · In this informative tutorial, we'll explore the process of annotatin ...

9 months ago

🎵 How to Classify Audio Chords with a Convolutional Neural Network 🎹

Eran Feit ·   · Discover how to classify audio chords with our latest YouTube tutorial! · In our latest video tutorial, we will show you how to use a convolutional neural network (CNN) to classify audio chords. 🎧🌈 · We will start by examining a few audio files and playing them back. Then, we ...

10 months ago

Deep Learning for Fruit Recognition: Classifying Over 100 Unique Fruits

Eran Feit ·   · 🍎🍌🍓 For CNN and deep learning enthusiasts! 🍊🍇🍍 · 🚀 In this in-depth tutorial, we explain, step-by-step , the process of building a convolutional neural network (CNN) model tailored specifically for fruit classification. 🌱🍎 · The process will describe the model training, choos ...

11 months ago

Learn How to Find Wally in Images Using Python and OpenCV

Eran Feit · Do you remember playing "Where's Wally?" as a kid?  · What if you could take that game to the next level using advanced computer vision techniques? · Our latest tutorial shows you how to find Wally in any image using Python and OpenCV.  · We'll take an image of Wally and use it a ...

1 year ago

Advanced Computer Vision Tutorial : Understanding VGG16 with Gradcam

Eran Feit ·   · Hi, ·   · Would you like to learn how to use the pre-trained model with Gradcam visualization to identify the most important areas in an image ?  ·   · In this tutorial, we dive deep into the world of advanced computer vision, exploring deep learning techniques to improve the ...

1 year ago

What actually sees a deep neural network model ?

Eran Feit ·   · Hi, · How to visualize CNN Deep neural network model ?  · What is actually sees during the training ?  · What are the chosen filters , and what is the outcome of each neuron . · This is part no. 5 of Tensorflow tutorial for classify monkey’s species images using CNN and trans ...

1 year ago

Generating Realistic Full Body Images with StyleGAN

Eran Feit ·   · Step into the world of StyleGAN-Human, a cutting-edge AI technology that generates realistic human images.  · This data-centric odyssey takes you on a journey through the power of machine learning and deep learning as it relates to human generation.  · From the creation of ne ...

1 year ago

How to classify audio using deep learning and Tensorflow hub?

Eran Feit ·   · Tensorflow Hub has cool pre-trained models. One of the is audio and sound classification. · Imagine you have a sound , and would like to detect if it a sound of a cat , or a sound of water , or maybe to classify music ….. ·   · So , this model is a cool way of classify your o ...

1 year ago

How to clone your own voice?

Eran Feit ·   · Would you like to clone your own voice ?  · You can learn to do that using Python and wondaful Python library named “TorToiSe”. ·   · So, in this tutorial we will record your voice , and than we can use any text to create a new sample of your voice ·   · The link for the vide ...

1 year ago

What actually sees a deep neural network model ?

Eran Feit · Hi, · How to visualize CNN Deep neural network model ? · What is actually sees during the training ? · What are the chosen filters , and what is the outcome of each neuron . · This is part no. 5 of Tensorflow tutorial for classify monkey’s species images using CNN and transfer le ...

1 year ago

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

Eran Feit ·   · Hi, ·   · This is part no. 4 of Tensorflow tutorial for classify monkey’s species images using several methods. ·   · In this part we will focus of classify the monkeys images using Transfer learning . · So basically , we will take the pre-trained VGG16 model , get rid of the ...

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