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Deep Learning for Computer Vision with Keras

Overview

Skills Needed

Learn to build computer vision applications with Keras. Explore image classification techniques, object detection algorithms, and deep learning models for computer vision with Keras.

  • Basic knowledge of deep learning concepts
  • Familiarity with Python programming

Outline

  • Introduction to Computer Vision
  • Image Classification with Keras
  • Object Detection Techniques
  • Image Segmentation with Keras
  • Transfer Learning for Computer Vision
  • Generative Models for Image Synthesis
  • Face Recognition with Keras
  • Image Captioning and Annotation
  • Model Deployment for Computer Vision
  • Case Studies in Computer Vision with Keras
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