Eran Feit Blog posts

Build a CNN Model for Retinal Image Diagnosis

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

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

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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 )

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 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

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מסלול טיול בצפון יוון למשפחות – רעיונות ואטרקציות מובילות

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

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.

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How to build a Facial Emotion Detection Model using Deep learning

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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Northern Greece Itinerary: Athens, Meteora, Tzoumerka, Ioannina & Nafpaktos (7 Days)

2024 07 14 20.38.22

Planning a northern Greece itinerary that goes beyond the islands?This guide takes you from Athens to Meteora’s monasteries, through Tzoumerka’s rafting canyons and Ioannina’s lakeside old town, finishing on the beaches of Nafpaktos, and back to Athens where I focus on great places for visiting and eating. Northern Greece Itinerary : Day 1 : Meteora

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Eran Feit