Vision Transformers Courses and Certifications

Neural Breakdown with AVB

Vision Transformers: Understanding Self-Attention and Implementation in PyTorch

Dive into Vision Transformers through clear visualizations and hands-on PyTorch implementation, mastering self-attention mechanisms and comparing them with CNNs in computer vision tasks.

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

Nicholas Renotte

I Trained an AI Model to Detect Trading Candlesticks from Scratch Using Vision Transformers

Master Vision Transformers by building an AI model from scratch to detect trading candlesticks using PyTorch and advanced data augmentation techniques.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

CodeEmporium

Vision Transformers - Explained

Discover how Vision Transformers revolutionize computer vision by applying transformer architecture to images, covering pretraining, fine-tuning, and practical implementation.

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

MICDE University of Michigan

Tutorial on Vision Transformers - Tutorial 3

Explore Vision Transformers' architecture, applications, and impact on computer vision tasks through expert insights and practical examples.

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

Eran Feit

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
• On-Demand
• Free Video

Eran Feit

Fine-Tune Vision Transformers (ViT) to Classify Your Custom Dataset

Master fine-tuning Vision Transformers (ViT) for custom image classification using PyTorch and Hugging Face models, from dataset preparation to testing and prediction.

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

Oxen

Training Vision Transformers for Real-Time Image Classification

Master Vision Transformer implementation for real-time emotion classification in video, including hands-on training techniques and comparison with CLIP for zero-shot classification tasks.

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

Data Science Conference

Seeing Through the Lens of Transformers - A New Era in Computer Vision

Explore the revolutionary impact of transformer architecture in computer vision, from its origins in language processing to groundbreaking applications in visual tasks and self-attention mechanisms.

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

Code With Aarohi

Vision Transformers (ViTs) - A Beginner's Guide to Image Processing with Transformers

Dive into Vision Transformers (ViTs), exploring core concepts like linear projection, multihead attention layers, and patch embedding in a beginner-friendly, comprehensive walkthrough.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Code With Aarohi

Image Classification Using Vision Transformers on Google Colab

Master Vision Transformers implementation for custom image classification using Google Colab, covering environment setup, model training, and performance evaluation techniques.

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

Building a Vision Transformer from Scratch - Implementation Tutorial

Master building Vision Transformers from scratch, covering everything from CLIP models and image preprocessing to implementing multi-head attention and assembling the complete architecture for image processing.

• freeCodeCamp
• 1 hour
• On-Demand
• Free Video

Donato Capitella

Multi-Modal LLMs for Image, Sound and Video - Episode 6.3

Explore the architecture and implementation of multi-modal LLMs, focusing on Vision Transformers, contrastive learning techniques, and hands-on experience with Google's PaliGemma.

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

MIT HAN Lab

Vision Transformer - Lecture 14

Explore Vision Transformers in deep learning, covering architecture, training, and applications. Gain insights into this powerful model for computer vision tasks.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

MIT HAN Lab

Vision Transformer - Lecture 14

Explore Vision Transformers in deep learning, covering architecture, training, and applications. Gain insights into this powerful model for computer vision tasks.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Discover AI

Building a BLIP-2 Application: Vision Transformer and Language Model Integration

Master building a multimodal AI system that combines Vision Transformers and language models to analyze images and generate contextual responses through practical implementation of BLIP-2 architecture.

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