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TensorFlow for Computer Vision

Overview

Skills Needed

Learn to apply TensorFlow for computer vision tasks. Explore image classification, object detection, and convolutional neural networks with TensorFlow.

  • Basic understanding of computer vision concepts
  • Proficiency in TensorFlow basics

Outline

  • Image Data Preprocessing with TensorFlow
  • Convolutional Neural Networks (CNNs)
  • Transfer Learning for Image Classification
  • Object Detection Techniques
  • Image Segmentation with TensorFlow
  • Generative Adversarial Networks (GANs)
  • Style Transfer with TensorFlow
  • Image Captioning Models
  • Face Recognition Systems
  • Best Practices for Computer Vision with TensorFlow

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