Eran Feit Courses

How I Trained Mask R-CNN for Lung Segmentation

Master Mask R-CNN training for lung segmentation using PyTorch with transfer learning, data preprocessing, model inference, and visualization techniques for medical imaging applications.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

How to Actually Remove Any Background with U²-Net

Master background removal techniques with U²-Net in TensorFlow, from dataset preparation to model training and inference. Learn to build a complete pipeline for clean, precise image segmentation without green screens or blurry edges.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

EfficientNetB0 for Water Mask Segmentation - Tutorial

Master satellite water segmentation with EfficientNetB0 U-Net: build the model from scratch, preprocess data, train on water segmentation datasets, and run inference on test images for exceptional accuracy.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Dust-Storm Image Segmentation with VGG16 U-Net - Binary Segmentation

Master dust-storm image segmentation with VGG16 U-Net in TensorFlow 2, from building the model to training and inference on satellite imagery that separates storm plumes from background terrain.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Object Detection to Segmentation with YOLOv11 and SAM2 - Full Python Tutorial

Master YOLOv11 object detection combined with SAM2 segmentation to create precise binary masks from images using Python and Ultralytics API in this hands-on tutorial.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

UNETR Tutorial for Face Segmentation into 11 Classes

Dive into building a UNETR model for face segmentation with TensorFlow, from dataset loading to training and visualization of segmentation masks for 11 facial classes.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Before You Train a U-Net - Car Segmentation Tutorial

Master U-Net image segmentation from scratch with PyTorch, building a complete car segmentation model from dataset preparation to inference on the Carvana challenge.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Real-Time Image and Video Classification with FasterViT + PyTorch - Complete Tutorial

Master real-time image and video classification with FasterViT and PyTorch through a complete implementation covering model loading, preprocessing, inference, and visualization for both images and video streams.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

How to Use Keras Hub for Image Classification

Master image classification with Keras Hub and Python through hands-on implementation of pretrained ResNet models, prediction decoding, and result visualization techniques.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Image Classification with Vision Transformers (ViT) Using Python

Learn to classify images using Vision Transformers (ViT) in Python with Hugging Face and OpenCV. Implement a complete workflow from loading and preprocessing to displaying and saving classified images.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Turn Images into Insights: LLaVA and Ollama for AI Image Recognition

Dive into image recognition with LLaVA and Ollama, learning setup, image captioning, object recognition, and text extraction through practical Python code examples.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Image Captioning and Question Answering Using BLIP-2 Model

Learn to use BLIP-2 Visual Language Model to generate image captions and answer questions about image content through a hands-on coding tutorial with practical implementation steps.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Image Classification Using Vision Transformer (ViT) with Your Custom Dataset - Full Tutorial

Master building a Vision Transformer (ViT) from scratch with PyTorch for image classification, from dataset processing to patch embeddings, self-attention mechanisms, and model training.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Convolutional Neural Network - Monkey Species Classification

Master CNN fundamentals and build a monkey species classifier using TensorFlow, Keras tuning, VGG16 transfer learning, and neural network visualization techniques.

• YouTube
• 1 hour 46 minutes
• Self-Paced
• Free Video

Build Your Own Butterfly Image Classifier with Python AI

Master building a butterfly image classifier using Python CNN with data augmentation, visualization, and model optimization techniques for impressive accuracy results.

• YouTube
• 40 minutes
• Self-Paced
• Free Video