Object Recognition Courses and Certifications

Nvidia Deep Learning Institute;  Affectiva Microcredential

Computer Vision

6 reviews

Master computer vision skills for robotics and automation. Analyze images, extract features, and recognize objects using deep learning. Gain expertise in object tracking, localization, and advanced applications like skin cancer detection.

• Udacity
• 1 month 3 weeks 3 days 3 hours 36 minutes
• On-Demand
• Paid Course

Modern Computer Vision GPT, PyTorch, Keras, OpenCV4 in 2024!

1551 ratings at Udemy

Next-Gen Computer Vision: YOLOv8, DINO-GPT4V, OpenCV4, Face Recognition, GenerativeAI, Diffusion Models & Transformers

• Udemy
• 1 day 4 hours 25 minutes
• On-Demand
• Paid Course

Computer Vision on Raspberry Pi - Beginner to Advanced

607 ratings at Udemy

Build Real-World Computer Vision Applications on Raspberry Pi and Learn Basics of Neural Networks using Google Colab

• Udemy
• 9 hours
• On-Demand
• Paid Course

IIT Kharagpur;  NPTEL

Deep Learning For Visual Computing

1 review

Deep learning is a genre of machine learning algorithms that attempt to solve tasks by learning abstraction in data following a stratified description paradigm using non-­linear transforma

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Using GPUs to Scale and Speed-up Deep Learning

1 review

Training complex deep learning models with large datasets takes along time. In this course, you will learn how to use accelerated GPU hardware to overcome the scalability problem in deep learning.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Industrial Image Processing

The MOOC teaches the basics of industrial image processing - the hardware components, common algorithms and applications.

• edX
• 5 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Free Video

CAP5415 - Semantic Segmentation Part 1 - Lecture 17

Explore semantic segmentation techniques, including pretrained layers, skip connections, and upsampling methods for advanced image analysis and understanding.

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

Computer Vision: Classification and Object Recognition - Lecture 11

Explore computer vision classification techniques, including object recognition, image classification, and machine learning frameworks. Learn about nearest neighbor and linear classifiers.

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

Object Recognition

Explore object recognition techniques, from Bag of Words to selective search, covering codebooks, visual synonyms, and object localization for effective image classification.

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

Hough Transform for Line and Shape Detection - Lecture 18

Learn about the Hough Transform technique for detecting lines and shapes in images, including its algorithm, applications, and variations like Generalized Hough Transform.

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

Introduction to Brain and Behaviour

Explore the neural foundations of human cognition and behavior, from sensory processing to language, while discovering how mental functions are implemented in the brain's complex architecture.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

AR Development Techniques 03: Recognition and Tracking

33 ratings at LinkedIn Learning

Instructor Parth Anand introduces you to image tracking, object recognition, and methods for face tracking and hand tracking using AR Foundation and Unity.

• LinkedIn Learning
• 1 hour 52 minutes
• On-Demand
• Free Trial Available

Institute for Advanced Study

A Practical Guide to Deep Learning - Richard Zemel

Explore deep learning fundamentals, from perceptrons to neural networks, with practical insights on object recognition, vision, and advanced techniques like regularization.

• YouTube
• 2 hours 3 minutes
• On-Demand
• Free Video