Eran Feit Courses

Fine-Tuning ConvNeXT Vision Transformer for Custom Dog Breed Classification

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Master fine-tuning ConvNeXT Vision Transformer for custom dog breed classification using PyTorch and Hugging Face. Learn to process datasets, implement training loops with validation, and deploy your model for accurate predictions.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

Dog Breed Detection using YOLOv8 and Deep Learning

Learn to build a YOLOv8-based dog breed detection system using deep learning. Master data preparation, model training, and making predictions with bounding boxes.

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

Deep Learning for Basketball Game Detection - YOLOv8 Object Detection Tutorial

Develop a custom YOLOv8 model for real-time basketball object detection, covering automatic labeling, model training, and live inference on game footage.

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

Creating a Horse Race Detection Model using Deep Learning

Learn to create a horse race detection model using deep learning without a pre-existing dataset. Extract frames, automate annotations, train YOLOv8, and apply the model to videos for real-time object detection.

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

Detecting Underwater Objects with YOLO-NAS Deep Learning

Learn to implement underwater object detection using YOLO-NAS and Python. Covers model import, custom dataset training, and making predictions with bounding boxes for sea images.

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

Detecting Bone Fractures Using Deep Learning and YOLOv8 - Object Detection Tutorial

Implement object detection for bone fractures using YOLOv8 and Python. Learn to load models, process images, and visualize predictions with hands-on coding examples.

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

Building a Deep Learning Model for Ship Detection Using YOLOv8

Implement YOLOv8 for ship detection in sea views using Python. Learn data preparation, model training, and prediction visualization for effective object detection.

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