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Computer Vision with PyTorch
Overview
Skills Needed
Learn to build computer vision applications using PyTorch. Explore techniques for image classification, object detection, image segmentation, and building convolutional neural networks with PyTorch.
Basic knowledge of PyTorch fundamentals
Understanding of computer vision concepts
Outline
Introduction to Computer Vision with PyTorch
Image Classification Techniques
Object Detection and Localization
Semantic Segmentation with PyTorch
Instance Segmentation
Transfer Learning for Computer Vision
Deep Learning-based Image Generation
Visualizing Convolutional Networks
Advanced Topics in Computer Vision
Case Studies in Computer Vision with PyTorch
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