Object Recognition Courses and Certifications

Nvidia

Embedded Deep Learning with NVIDIA Jetson

Learn to develop AI and computer vision applications using NVIDIA's deep learning tools. Explore neural network primitives, real-time solutions, and training workflows for intelligent robots and drones on the Jetson Embedded Platform.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Simons Institute

Does the Neocortex Use Grid Cell-Like Mechanisms to Learn the Structure of Objects?

Explore how the neocortex might use grid cell-like mechanisms to learn object structure, drawing parallels between spatial navigation and object recognition in the brain.

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

Yannic Kilcher

How to Represent Part-Whole Hierarchies in a Neural Network - Geoff Hinton's Paper Explained

Explore GLOM, a novel computer vision model combining transformers, neural fields, and capsule networks to dynamically construct parse trees for object recognition and scene understanding.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Yannic Kilcher

NFNets - High-Performance Large-Scale Image Recognition Without Normalization

Explore Normalizer-Free Networks, a novel approach to image recognition that achieves state-of-the-art accuracy without batch normalization, offering faster training and improved transfer learning performance.

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

Yannic Kilcher

Deep Residual Learning for Image Recognition - Paper Explained

Explore deep residual learning for image recognition, covering the problem of depth, residual connections, and their impact on neural network performance in computer vision tasks.

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

Strange Loop Conference

Machine Learning Failures - For Art

Explore hilarious machine learning failures in art, from cookie recipes to pony classification, and learn how to deliberately create amusing AI mistakes.

• YouTube
• 39 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Writing a Neural Net from Scratch

Learn to build a neural network for image recognition from scratch in C#, covering key concepts like gradient descent and backpropagation without complex math or external libraries.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Conference Talk

Android Developers

Build an Android App to Recognize Flowers Using TensorFlow Lite

Learn to train a TensorFlow Lite model for custom image recognition and integrate it into an Android app using ML Model Binding plugin in Android Studio 4.1 beta.

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

Devoxx

Tensorflow, Deep Learning and Modern RNN Architectures - Without a PhD

Explore modern RNN architectures and deep learning techniques for image recognition, natural language processing, and reinforcement learning. Gain practical tips and engineering best practices for applying these advanced technologies.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

Devoxx

Tensorflow and Deep Reinforcement Learning, Without a PhD

Explore TensorFlow and deep reinforcement learning, covering neural network architectures, recent advances, and practical applications in image recognition, NLP, and AI game-playing.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk

Devoxx

Tensorflow, Deep Learning and Modern Convolutional Neural Nets, Without a PhD

Explore modern convolutional neural networks and deep learning with TensorFlow. Learn practical tips, engineering best practices, and recent advances in image recognition without needing a PhD.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

Neuroscience and Artificial Intelligence Need Each Other

Exploring the symbiotic relationship between neuroscience and AI, highlighting how brain imaging and machine learning advance our understanding of cognition and improve AI algorithms for visual recognition tasks.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

Introduction to Computer Vision - Part II - Lecture 2

Explore computer vision fundamentals, deep learning applications, and advanced topics like object detection, segmentation, and action recognition in images and videos.

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

Introduction to Computer Vision - Lecture 1

Introduction to computer vision concepts, applications, and recent advancements. Explores visual perception, image types, object recognition, facial analysis, action detection, and video processing techniques.

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

Mervin Praison

OpenAI DevDay: New Features and Innovations Revealed

Discover key OpenAI DevDay innovations: Real-Time API, Vision Fine-Tuning, Prompt Caching, and Model Distillation. Explore implementation, pricing, and real-world applications of these groundbreaking AI technologies.

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