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

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

Knee Osteoarthritis Detection and Classification using ResNet

Master ResNet152V2 for knee osteoarthritis detection using TensorFlow and Keras, covering data preprocessing, model training with callbacks, and evaluation with confusion matrices.

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

100 Sports, One Model - EfficientNetB0 Tutorial

Master EfficientNetB0 for classifying 100 sports categories with transfer learning, data augmentation, and model evaluation using TensorFlow and Python.

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

Auto Segment Any Object in Video Using YOLOv11 + Python

Master real-time video segmentation with YOLOv11 and Python - load custom models, process frames, draw mask overlays, label objects, and export segmented videos in just 15 minutes.

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

How to Actually Segment Images with SAM2

Master interactive image segmentation with SAM2 and Python through hands-on tutorials covering point clicks, bounding boxes, and automated mask generation for computer vision projects.

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

How to Build Image Classifier with MediaPipe

Master building AI-powered image classifiers using MediaPipe, OpenCV, and TensorFlow Lite's EfficientNet for fast, accurate visual recognition in Python.

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

Build Your Own Dataset with Diffusers

Master synthetic dataset creation using Hugging Face Diffusers and Stable Diffusion to generate high-quality labeled images for machine learning training without scraping.

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

How to Train Xception for Image Classification

Master Xception architecture for ship image classification with data preprocessing, model training, evaluation, and deployment techniques in this hands-on tutorial.

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

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

Crack Segmentation Using YOLOv11 - Complete Tutorial

Master YOLOv11 for crack detection through hands-on Python training, inference testing, and mask visualization using real-world segmentation datasets.

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

Can YOLOv11 Handle Fiber Segmentation? - Training and Testing YOLOv11 for Fiber Image Segmentation in Python

Master YOLOv11 for fiber image segmentation with hands-on Python training, data preparation, model building, and inference testing for real-world computer vision applications.

• YouTube
• 37 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

How I Got Segmentation Masks from Object Detection - Teeth Segmentation Tutorial

Discover how to generate pixel-perfect teeth segmentation masks by combining YOLO object detection with SAM2, eliminating manual labeling while achieving professional results.

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