Creating an Animal Segmentation Model with U-Net and TensorFlow Keras
🎥 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 categories.
🏋️♂️Model Building: Using TensorFlow and Keras, we'll dive into the architecture of MobileNet, a pre-trained model. We'll then customize it for our specific classification task.
🖼️Data Preparation: Learn how to preprocess and organize your data into train, validation, and test sets, ensuring your model has a solid foundation to learn from.
🧠Model Training: We'll guide you through the process of training your model, fine-tuning it to achieve impressive accuracy.
📊Model Evaluation: Discover how to assess the performance of your sports image classifier and understand the results.
📸Real-World Predictions: Watch as we make predictions on new sports images, overlaying the predicted class for a real-world demonstration of our model in action.
If you are interested in learning modern Computer Vision course with deep dive with TensorFlow , Keras and Pytorch , you can find it here : [
Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4
Using Python Learn OpenCV4, CNNs, Detectron2, YOLOv5, GANs, Tracking, Segmentation, Face Recognition & Siamese Networks
Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4
Using Python Learn OpenCV4, CNNs, Detectron2, YOLOv5, GANs, Tracking, Segmentation, Face Recognition & Siamese Networks
Perfect course for every computer
actually recommend this book for deep learning based on Tensorflow and Keras : https://amzn.to/3STWZ2N
Check out our tutorial here :
TensorFlow Sports Image Classification : Building a Custom Model with TensorFlow and Keras
Welcome to our guide on Sports Image Classification using TensorFlow, Keras, and MobileNet! 🏆📸In this tutorial, You'll learn how to build an image classifi...
Enjoy
Eran
#Python #openCV #TensorFlow #Deeplearning #DeepLearningTutorial #mobilenet #ImageClassificationTutorial #Sports Image Classification
Science and TechnologyMore posts from Eran Feit
View posts
How to improve low resolution images and videos using Real-ESRGAN ?
Eran Feit · In this tutorial we will learn how to improve low resolution images to a high resolution results. · We will create a new Conda environment with the relevant Python libraries. Then, we will learn how to improve the quality of your images and videos using real-ESRGAN. · · You ca ...
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 ...
3D Photo Magic | Convert Any Picture to 3D with Python
Eran Feit · · · Hi, · enjoy the magic of 3D image conversion with our tutorial! In just three steps , you'll transform any 2D image into a stunning 3D using the '3d-photo-inpainting' Python library. · 🚀 Step 1: Environment Setup & Library Installation Learn how to create a Conda environ ...
Articles from Eran Feit
View blog
Hi, · How to visualize CNN Deep neural network model ? · What is actually sees during the training ? ...
Related content
Eran Feit
How to classify monkeys images using convolutional neural network , Keras tuner hyper parameters , and transfer learning ? (part4)
· 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 ...
Eran Feit
What actually sees a deep neural network model ?
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 ...
Eran Feit
How to clone your own voice?
· 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 ...
Eran Feit
How to classify audio using deep learning and Tensorflow hub?
· 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 ...
Eran Feit
Generating Realistic Full Body Images with StyleGAN
· 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 ...
Eran Feit
What actually sees a deep neural network model ?
· 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 ...
You may be interested in these jobs
-
Gaming Analytical Lead
Found in: beBee S2 IL - 5 days ago
Meta Tel Aviv, Israel Paid WorkSummary: · The Analytical Lead partners with our most strategic clients to make sure they are successful with Meta. This is an outstanding opportunity to be at the center of some of Metas most important commercial relationships in the Israeli tech scene.The Analytical Lead is a ...
-
Приглашаем всех желающих на работу в прачечной
Found in: beBee S2 IL - 4 days ago
Aisha Эйлат, Israel FreelanceПреимущества · Официальное трудоустройство, предоставляется общежитие, транспорт до работы и обратно, а также полный соц. пакет · График · Работа 6 дней в неделю по 10-12 часов в день. · Оплата · 35-40 шек/час · Подходит для граждан, синей бумаги и визы В1. · ...
-
Senior Manager Supply Service
Found in: beBee S2 IL - 6 hours ago
Teva Pharmaceuticals Kfar Saba, IsraelWho we are · Together, we're on a mission to make good health more affordable and accessible, to help millions around the world enjoy healthier lives. It's a mission that bonds our people across nearly 60 countries and a rich, diverse variety of nationalities and backgrounds. Wor ...
You have no groups that fit your search
Comments