VGGNet: Simplicity and Depth in CNN Design

Table of Contents Introduction The Landscape Before VGG Overview of VGG Architecture Innovations and Key Features Detailed Layer-wise Architecture (VGG16) Training Details Key Experi...

Oct 16, 2019 Deep Learning Notes, Computer Vision

AlexNet: Deep Learning Breakthrough in ImageNet

Table of Contents Introduction The Landscape Before AlexNet Overview of AlexNet Architecture Innovations and Key Features Detailed Layer-wise Architecture Training Details Performan...

Oct 2, 2019 Deep Learning Notes, Computer Vision

LeNet-5: Ancestor of CNN architectures

Table of Contents Introduction Historical Context Overview of LeNet-5 Architecture Detailed Layer-wise Architecture Design Choices and Rationale Training Details Key Innovations and...

Sep 18, 2019 Deep Learning Notes, Computer Vision

VGGNet: Simplicity and Depth in CNN Design

AlexNet: Deep Learning Breakthrough in ImageNet

LeNet-5: Ancestor of CNN architectures

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