Convolutional Neural Networks Explained
An intuitive explanation of Convolutional Neural Networks.
Deep Learning Crash Course playlist: https://www.youtube.com/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07
Highlights:
Convolution
Image filtering
Pooling
Learning feature extractors
Kernel size
Padding
Stride
Dilated convolutions
Further reading:
Deep Learning by Ian Goodfellow:
http://www.deeplearningbook.org/
CS231n: Convolutional Neural Networks for Visual Recognition by Andrej Karpathy
http://cs231n.github.io/
#deeplearning #machinelearning
Видео Convolutional Neural Networks Explained канала Leo Isikdogan
Deep Learning Crash Course playlist: https://www.youtube.com/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07
Highlights:
Convolution
Image filtering
Pooling
Learning feature extractors
Kernel size
Padding
Stride
Dilated convolutions
Further reading:
Deep Learning by Ian Goodfellow:
http://www.deeplearningbook.org/
CS231n: Convolutional Neural Networks for Visual Recognition by Andrej Karpathy
http://cs231n.github.io/
#deeplearning #machinelearning
Видео Convolutional Neural Networks Explained канала Leo Isikdogan
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
How to Design a Convolutional Neural NetworkConvolutional Neural Networks (CNNs) explainedSimple explanation of convolutional neural network | Deep Learning Tutorial 23 (Tensorflow & Python)Convolutional Neural Networks | CNN | Kernel | Stride | Padding | Pooling | Flatten | FormulaHow convolutional neural networks work, in depthDeep Learning State of the Art (2020)[Classic] Deep Residual Learning for Image Recognition (Paper Explained)Loading in your own data - Deep Learning basics with Python, TensorFlow and Keras p.2C4W1L06 Convolutions Over VolumesConvolutional Neural Networks - The Math of Intelligence (Week 4)Regularization and Data AugmentationConvolution Neural Networks - EXPLAINEDEditing Faces using Artificial IntelligenceConvolutional Neural Networks - Fun and Easy Machine LearningConvNeXt: A ConvNet for the 2020s | Paper ExplainedBERT Neural Network - EXPLAINED!How Convolutional Neural Networks workGradient descent, how neural networks learn | Chapter 2, Deep learning