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Aakash Kaushik

Aakash Kaushik

Student at SRM Institute of Science and Technology

Chennai, Tamil Nadu •
3 posts •
Machine Learning (ML)

Understanding ResNet50 architecture

ResNet50 is a variant of ResNet model which has 48 Convolution layers along with 1 MaxPool and 1 Average Pool layer. It has 3.8 x 10^9 Floating points operations. It is a widely used ResNet model.

Aakash Kaushik Aakash Kaushik
Software Engineering

Exploring Python's Stat Module

Python's stat() module performs a stat system call on the given path and provides several information like inode number, size, number of hard links, time it was created and modified and much more.

Aakash Kaushik Aakash Kaushik
Machine Learning (ML)

Understanding the VGG19 Architecture

VGG19 is a variant of VGG model which in short consists of 19 layers (16 convolution layers, 3 Fully connected layer, 5 MaxPool layers and 1 SoftMax layer). There are other variants of VGG like VGG11, VGG16 and others. VGG19 has 19.6 billion FLOPs.

Aakash Kaushik Aakash Kaushik
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