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Couse Code CS5480 : Deep Learning. IIT Hyderabad Projects in Computer Vision & Deep Learning as part of my MTech in Data Science assignments

License: Apache License 2.0

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computer-vision deeplearning pytorch

cs5480-deep-learning--iit-hyd-dl-n-cv-projects's Introduction

IIT-Hyderabad-DL-CV-Projects

IIT Hyderabad Projects in Deep Learning & Computer Vision. It covers the following coding Assignments :

Universal Approximation Theorem using varying no of hidden units & different activation functions
Gray Scale image colorization as a) Regression b) Colorization problems
Colorization using Unet & DenseNet.
visualizing/understanding CNNs from three perspectives: (i) simple gradient; (ii) Guided backpropagation and (iii) GradCAM.

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