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Deep Learning: Advanced Computer Vision (GANs, SSD, +More!)

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Overview

VGG, ResNet, Inception, SSD, RetinaNet, Neural Style Transfer, GANs +More in Tensorflow, Keras, and Python What you'll learn: Understand and apply transfer learningUnderstand and use state-of-the-art convolutional neural nets such as VGG, ResNet and InceptionUnderstand and use object detection algorithms like SSDUnderstand and apply neural style transferUnderstand state-of-the-art computer vision topicsClass Activation MapsGANs (Generative Adversarial Networks)Object Localization Implementation ProjectUnderstand important foundations for OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion Ever wondered how AI technologies like OpenAI ChatGPT, GPT-4,...

Syllabus

  • Welcome
  • Google Colab & Getting Setup
  • Machine Learning Basics Review
  • Artificial Neural Networks (ANN) Review
  • Convolutional Neural Networks (CNN) Review
  • VGG and Transfer Learning
  • ResNet (and Inception)
  • Object Detection (SSD / RetinaNet)
  • Neural Style Transfer
  • Class Activation Maps


Deep Learning: Advanced Computer Vision (GANs, SSD, +More!)
Go to Class

via Udemy

16 hours 12 minutes

Certificate Available

English

On-Demand

Intermediate

Instructor

Lazy Programmer Inc.

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