Eran Feit Blog posts

How to classify Malaria Cells using Convolutional neural network

CNN - Malaria

This tutorial provides a step-by-step easy guide on how to implement and train a CNN model for Malaria cell classification using TensorFlow and Keras. 🔍 What You’ll Learn 🔍:  Data Preparation — In this part, you’ll download the dataset and prepare the data for training. This involves tasks like preparing the data , splitting into training […]

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How to segment X-Ray lungs using UNet and Tensorflow

Unet Lungs Segmentation

This tutorial provides a step-by-step guide on how to implement and train a UNet Tensorflow model for Melanoma detection using TensorFlow and Keras.  🔍 What You’ll Learn 🔍:  Building U-net model : Learn how to construct the model using TensorFlow and U-net Keras. Unet Tensorflow Model Training: We’ll guide you through the training process, optimizing your

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How to Build a U-Net for Melanoma Detection Using TensorFlow/Keras

Melanoma Unet

This tutorial provides a step-by-step guide on how to implement and train a U-Net model for Melanoma detection using TensorFlow/Keras.  🔍 What You’ll Learn 🔍:  Data Preparation: We’ll begin by showing you how to access and preprocess a substantial dataset of Melanoma images and corresponding masks.  Data Augmentation: Discover the techniques to augment your dataset.

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

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

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)

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 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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