Eran Feit Blog posts

U-Net Image Segmentation Tutorial | Deep Learning Image Segmentation Guide

TensorFlow tutorials, Image Segmentation, Unet / 02/01/2025

Deep Learning Image Segmentation with U-Net This tutorial demonstrates a complete U-Net image segmentation workflow. It is designed as a practical image segmentation tutorial, showing how deep learning image segmentation can be applied to Check out our tutorial here : https://youtu.be/ZiGMTFle7bw The tutorial is divided into four parts: Part 1: Data Preprocessing and Preparation In […]

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U-net Medical Segmentation with TensorFlow and Keras (Polyp segmentation)

Image Segmentation, Unet / 16/12/2024

How to segment polyp colonoscopy using U net

This tutorial provides a step-by-step guide on how to implement and train a U-Net model for polyp segmentation using TensorFlow/Keras. The tutorial is divided into four parts: 🔹 Data Preprocessing and Preparation In this part, you load and preprocess the polyp dataset, including resizing images and masks, converting masks to binary format, and splitting the

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Build a CNN Model for Retinal Image Diagnosis

TensorFlow tutorials, Image Classification / 19/11/2024

👁️ CNN Image Classification for Retinal Health Diagnosis with TensorFlow and Keras! 👁️ How to gather and preprocess a dataset of over 80,000 retinal images, build a CNN model , and train it that can accurately distinguish between these health categories. What You’ll Learn: 🔹 Data Collection and Preprocessing: Discover how to acquire and prepare

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

TensorFlow tutorials, Image Classification / 26/10/2024

📽️ In our latest video tutorial, we will create a dog breed recognition model using the NasLarge pre-trained model 🚀 and a massive dataset featuring over 10,000 images of 120 unique dog breeds 📸. What You’ll Learn: 🔹 Data Preparation: We’ll begin by downloading a dataset of of more than 20K Dogs images, neatly categorized

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5-Day Ireland Itinerary: The Perfect Route for Cliffs, Castles, Pubs & Wild Atlantic Views

Travel / 22/10/2024

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Ireland is a dream for family road trips—short drives, cozy towns, castles, green valleys, and cliffside views that make everyone go quiet for a second. This itinerary is exactly what we did as a family, refined with lessons learned, prices, parking tips, and easy alternatives for rainy hours. We designed this Ireland trip for scenery

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A Revolutionary Way to Play Atari 2600 – ( Play Atari 2600 with AI )

OpenCV / 14/10/2024

This new, amazing concept of playing Atari 2600 games is based on using your hands instead of a joystick. Play Atari with AIEvery movement in the game is done by the hands. You can control the game with no joystick. Yes, no Joystick!!! The project has the ability to detect body gestures to simulate the

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

TensorFlow tutorials, Image Classification / 28/09/2024

Introduction Welcome to our comprehensive Dinosaur Image Classification Tutorial! Let’s learn a simple way for Dinosaur lower Classifications 🦕 Check out our tutorial here : https://www.youtube.com/watch?v=ZhTGcw0C3Dk Link for the full code : https://ko-fi.com/s/a902042be9 This hands-on tutorial walks you through building a Convolutional Neural Network (CNN) to classify 5 dinosaur categories from images.We’ll cover dataset prep,

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מסלול טיול בצפון יוון למשפחות – רעיונות ואטרקציות מובילות

Travel / 26/09/2024

: פירוט מסלול הטיול בצפון יוון הי , אני משתף את סיכום הטיול המשפחתי שלנו בצפון יוון יום ראשון – תרמופילאי, תצפית מרהיבה של שקיעה במטאורה נחתנו בשעות הבוקר בשדה התעופה של אתונה , שכרנו רכב, ויצאנו לדרך לכיוון צפון אל היעד הראשון שלנו : מטאורה Kamena Vourla : מכיון שמדובר בנסיעה ארוכה , החלטנו

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How to Segment Skin Melanoma using ResUnet

TensorFlow tutorials, Unet / 06/09/2024

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 / 17/08/2024

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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