Eran Feit Blog posts

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 […]

U-Net Image Segmentation Tutorial | Deep Learning Image Segmentation Guide Read More »

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

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

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

Build a CNN Model for Retinal Image Diagnosis Read More »

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

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

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

Travel /
362925882 10229790463415645 2667389660859219763 n

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

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

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

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

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

TensorFlow tutorials, Image Classification /
Tensorflow dinosaor

Why Custom Deep Learning Pipelines Fail Without Proper Structure Building an accurate computer vision model from scratch requires more than just compiling code; it demands an optimized data pipeline and a robust network architecture. In this comprehensive dinosaur image classification cnn python tutorial, you will solve the specific challenge of classifying high-variance prehistoric species using

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

מסלול טיול בצפון יוון למשפחות – מטאורה , מפלים , טיולי טבע ואתונה

Travel /
Meteora sunset

: 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

מסלול טיול בצפון יוון למשפחות – מטאורה , מפלים , טיולי טבע ואתונה Read More »

Deep Learning for Skin Melanoma Segmentation: A Res-UNet Approach in Python

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

The Role of Residual UNet (Res-UNet) in Medical Image Analysis The integration of residual learning into the classic UNet architecture represents a significant leap forward in medical image analysis, particularly for tasks requiring extreme precision like melanoma segmentation. While the standard UNet relies on simple convolutional stacks, Res-UNet incorporates “skip connections” within each functional block.

Deep Learning for Skin Melanoma Segmentation: A Res-UNet Approach in Python Read More »

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

How to build a Facial Emotion Detection Model using Deep learning Read More »

Eran Feit