What is ResNet? (with 3D Visualizations) скачать в хорошем качестве

What is ResNet? (with 3D Visualizations)

In this video, we will understand Residual Neural Networks (ResNets) fundamentals and visualize their layers/architecture in Tensorspace.JS. ResNet is a powerful CNN that won the ImageNet challenge in 2015. ResNet contains 150+ layers and can overcome the problem of vanishing gradients. As CNNs grow deeper, vanishing gradient tend to occur which negatively impact network performance. Vanishing gradient problem occurs when the gradient is back-propagated to earlier layers which results in a very small gradient. ResNets include “skip connection” feature which enables training of multiple deep layers (152 layers) without vanishing gradient issues. Check top-rated Udemy courses below: 10 days of No Code AI Bootcamp https://www.udemy.com/course/10-code-... Modern Artificial Intelligence with Zero Coding https://www.udemy.com/course/modern-a... Python & Machine Learning for Financial Analysis https://www.udemy.com/course/ml-and-p... Modern Artificial Intelligence Masterclass: Build 6 Projects https://www.udemy.com/course/modern-a... AWS SageMaker Practical for Beginners | Build 6 Projects https://www.udemy.com/course/practica... Data Science for Business | 6 Real-world Case Studies https://www.udemy.com/course/data-sci... AWS Machine Learning Certification Exam | Complete Guide https://www.udemy.com/course/amazon-w... TensorFlow 2.0 Practical https://www.udemy.com/course/tensorfl... TensorFlow 2.0 Practical Advanced https://www.udemy.com/course/tensorfl... Machine Learning Regression Masterclass in Python https://www.udemy.com/course/machine-... Machine Learning Practical Workout | 8 Real-World Projects https://www.udemy.com/course/deep-lea... Machine Learning Classification Bootcamp in Python https://www.udemy.com/course/machine-... MATLAB/SIMULINK Bible|Go From Zero to Hero! https://www.udemy.com/course/matlabsi... Python 3 Programming: Beginner to Pro Masterclass https://www.udemy.com/course/python-3... Autonomous Cars: Deep Learning and Computer Vision in Python https://www.udemy.com/course/autonomo... Control Systems Made Simple | Beginner's Guide https://www.udemy.com/course/control-... Artificial Intelligence in Arabicالذكاء الصناعي مبتدئ لمحترف https://www.udemy.com/course/artifici... The Complete MATLAB Computer Programming Bootcamp https://www.udemy.com/course/the-comp... Thanks and see you in future videos! #resnet #residualneuralnetwork