Image Recognition Courses and Certifications

Classify Images of Cats and Dogs using Transfer Learning

Train a cat-versus-dog image classifier with transfer learning in TensorFlow, reusing a pretrained feature extractor and retraining only the classification layer in a Google Cloud lab.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Classify Images with TensorFlow Convolutional Neural Networks

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

• Coursera
• 1 hour 15 minutes
• Self-Paced
• Paid Course

Packt

Deep Learning with Keras and Practical Applications

Build deep learning models with Keras: multiclass wine quality classification, CNN flower image classification, image augmentation, and transfer learning with VGG16, VGG19, and ResNet50.

• Coursera
• 9 hours 44 minutes
• Self-Paced
• Paid Course

Introduction to CNN Training

Build and train convolutional neural networks: explore convolution, ReLU, and pooling layers, then implement image classification models across five hands-on lab demos.

• Coursera
• 2 weeks, 1 hour a week
• Self-Paced
• Paid Course

Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API

Send an image to the Cloud Vision API through a REST request in the Google Cloud console and detect objects, labels, faces, and landmarks.

• Coursera
• 30 minutes
• Self-Paced
• Paid Course

EDUCBA

Build Image and Text Models with Deep Learning

A project-focused deep learning course combining image classification with CNN-based text classification and transformer text generation in one end-to-end learning experience.

• Coursera
• 2 weeks, 4 hours a week
• Self-Paced
• Paid Course

Code With Aarohi

AI and Deep Learning Explained - CNNs, Transformers, GANs, YOLO, GNNs and More

Discover comprehensive AI and deep learning through 115+ tutorials covering CNNs, Transformers, GANs, YOLO, and more with hands-on implementations in TensorFlow and PyTorch.

• YouTube
• 1 day 13 hours 59 minutes
• Self-Paced
• Free Video

Input, Processing and Output of Massive Metadata from Image Recognition

A startup’s real-time image-recognition pipeline shows how reactive computing and cloud architecture can support low-cost software demonstrations at scale.

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

Augmented Startups

Building a Plant Recognition Frontend with React - Image Upload and Chat Interface Tutorial

Master React front-end development by building a plant recognition application with image upload, API integration, and chat functionality using Bootstrap, state management, and modern web development practices.

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

MathWorks

Deep Learning Onramp

1 rating

Get started quickly using deep learning methods to perform image recognition.

• MATLAB Academy
• 2 hours
• Self-Paced
• Free Certificate

Career Certificate

Build Deep Learning Models with PyTorch

Build neural networks for tabular data, text, and images with PyTorch through classification, text generation, and a portfolio project.

• Codecademy
• 17 hours
• Self-Paced
• Free Trial Available

Career Certificate

Generative AI for Java and Spring Developers

Build AI-powered Java and Spring applications using prompt engineering, Deeplearning4j, Spring AI, and RESTful APIs.

• edX
• Self-Paced
• Paid Course

PyTorch for Deep Learning - Full Course / Tutorial

In this course, you will learn how to build deep learning models with PyTorch and Python. The course makes PyTorch a bit more approachable for people starting out with deep learning and neural networks.

• freeCodeCamp
• 10 hours
• Self-Paced
• Free Video

Coding Cafe

Flutter Image to Text Converter Android & iOS App - Firebase ML Kit Text Recognition App

Build a Flutter app that uses Firebase ML Kit to recognize text from images on Android and iOS.

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

Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API

Send an image to the Cloud Vision API and have it identify objects, faces, and landmarks

• Google Skills
• Self-Paced
• Paid Course