Eran Feit Courses

Transfer Learning Using Keras

Learn to classify car brands using transfer learning with Keras and ResNet50. Hands-on tutorial covers dataset preparation, model configuration, training, and prediction visualization.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Convolutional Neural Networks - Deep Learning Basics with Python, TensorFlow and Keras

Learn to build and train a convolutional neural network for chess piece image classification using Python, TensorFlow, and Keras. Covers dataset preparation, model creation, and prediction testing.

• YouTube
• 41 minutes
• On-Demand
• Free Video

How to Classify Natural Scenes Using Tensorflow, Python, and CNN

Learn to classify natural scenes using TensorFlow and CNN. Build, train, and test a model for image classification with Python, covering dataset preparation, model creation, and prediction.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Transfer Learn in Weather Images

Learn to classify weather images using transfer learning with Python, TensorFlow, and VGG19. Covers dataset preparation, model implementation, and image prediction.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Deep Learning in Weather Images - Using TensorFlow and CNN

Learn to build a CNN model using TensorFlow and Keras to predict weather scenes from images. Covers dataset preparation, model creation, training, and testing.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Cancer Detection in Brain Using Deep Learning

Learn to detect brain tumors using deep learning, CNN, and TensorFlow. Build, train, and test a model for classifying brain images with hands-on coding and practical implementation.

• YouTube
• 40 minutes
• On-Demand
• Free Video

How to Classify Flowers Using Deep Learning

Learn to build a convolutional neural network for flower image classification using TensorFlow and Keras, from dataset preparation to model testing and prediction.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Medical Melanoma Detection - TensorFlow U-Net Tutorial

Step-by-step guide to implementing a U-Net model for melanoma detection using TensorFlow/Keras, covering data preparation, augmentation, model building, training, testing, and result visualization.

• YouTube
• 45 minutes
• On-Demand
• Free Video

Medical Polyp Image Segmentation with U-Net and TensorFlow Keras

Step-by-step guide to implement U-Net for medical polyp image segmentation using TensorFlow/Keras, covering data preprocessing, model architecture, training, and evaluation.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Object Classification Using VGG16 and XGBoost for Vehicle Classification with TensorFlow

Learn to classify vehicles using VGG16 and XGBoost in TensorFlow. Covers data preparation, feature extraction, model training, and testing. Gain practical skills in object classification and deep learning.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Res-UNet for Melanoma Segmentation - TensorFlow Tutorial

Step-by-step guide to implement and train a Res-UNet model for Melanoma detection using TensorFlow and Keras. Learn to build, train, test, and visualize results for accurate skin lesion segmentation.

• YouTube
• 31 minutes
• On-Demand
• Free Video

U-Net Person Segmentation - How to Segment Persons in Images

Learn to implement and train a U-Net model for person segmentation using TensorFlow/Keras. Covers data preprocessing, model architecture, training, and evaluation with practical code examples.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Creating an Animal Segmentation Model with U-Net and TensorFlow Keras

Learn to implement and train a U-Net model for animal segmentation using TensorFlow/Keras. Covers data preprocessing, model architecture, training, and evaluation with practical code examples.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Flood Detection with YOLO V8 Segmentation - One-Class Image Segmentation

Learn to detect floods using Yolo V8 image segmentation. Covers dataset preparation, model training, and testing on new images to generate segmentation masks highlighting flooded areas.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Instance Segmentation with Detectron2 - Custom Dataset Training and Testing

Learn to build and train a custom Detectron2 model for instance segmentation on your own dataset, covering annotation, training on Windows and Linux, and testing on new images.

• YouTube
• 35 minutes
• On-Demand
• Free Video