Eran Feit Courses

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

Detecting Playing Cards with YOLOv8 Object Detection

Learn to implement object detection for playing cards using YOLOv8 and Python. Covers model loading, data processing, training, and visualization of predictions and annotations.

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

How to Significantly Enhance YOLOv8 with SAHI

Learn to boost YOLOv8's object detection using SAHI library. From installation to implementation, discover how to perform sliced predictions, visualize results, and compare performance with standard YOLOv8 for improved computer vision projects.

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

Train Your Own Object Detector with Detectron2

Learn to build a custom object detector using Detectron2. Step-by-step guide covers dataset preparation, model training, and making predictions on new images. Ideal for beginners in deep learning and computer vision.

• 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

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
• Self-Paced
• Free Video

Medical Polyp Image Segmentation with U-Net and TensorFlow Keras

Build and train a U-Net pipeline to segment polyps in medical images, from preparing image-mask pairs to testing predictions on new images.

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

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

Build and train a U-Net that turns person images into binary segmentation masks, then run inference on new images.

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

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

Builds and trains a U-Net to produce animal segmentation masks, from preparing image-mask data through testing predictions on new images.

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

Enhancing Old Videos to Full HD Using AI Tools - Video Restoration Tutorial

Discover how to transform old, low-quality videos into full HD using AI-powered video enhancement tools, Python libraries, and GPU processing for superior resolution and clarity.

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