Eran Feit Blog posts

TensorFlow U-Net for Skin Lesion Segmentation (Melanoma / ISIC 2018)

Image Segmentation, Unet /
Melanoma Unet

TensorFlow U-Net melanoma segmentation is a computer-vision workflow where the model predicts a pixel mask of the lesion area (segmentation), not a medical diagnosis.In this tutorial, you’ll train a classic U-Net in TensorFlow/Keras on the ISIC 2018 skin-lesion dataset and run inference to visualize predicted masks on new images. You’ll see the full pipeline: dataset […]

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U-Net Image Segmentation with TensorFlow/Keras (Oxford-IIIT Pets)

TensorFlow tutorials, Unet /
Unet Animals

This tutorial provides a step-by-step guide on how to implement and train a U-Net Image Segmentation TensorFlow . The tutorial is divided into four parts: Part 1: Data Preprocessing and Preparation In this part, you load and preprocess the persons dataset, including resizing images and masks, converting masks to binary format, and splitting the data

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

TensorFlow tutorials, Image Segmentation, Unet /
Unet - segment people

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 /
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 /
Tensorflow retinal eye

👁️ 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 /
dog breed recognition

📽️ 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 /
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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 /
AtariMediaPipe

Link to the code here : https://eranfeit.lemonsqueezy.com/buy/689397c8-48d0-4c1a-9ebd-ea4d30be60c8 or here : https://ko-fi.com/s/33640134f0 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

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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 🦕 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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מסלול טיול בצפון יוון למשפחות – רעיונות ואטרקציות מובילות

Travel /
2024 07 16 13.00.13 scaled

: 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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Eran Feit