Intro
Hello, I'm @arig23498
🖥️ My role is Deep Learning Educator @ PyImageSearch
📚 My interests include representational learning
🪴 I'm currently learning a lot of things all at once with a LR of 1e-10
✉️ You can reach me @ariG23498 (possibly everywhere)
Reports
Survival of the Fittest CNN Model
In this article, we take a look at how to optimize the hyperparameters of a convolutional neural network with Variable Length Genetic Algorithm.
Kaggle License Plate Detection With Weights & Biases
In this article, we look at a simple algorithm and a simpler dataset for object detection in Kaggle and use Weights & Biases to visualize images.
Towards Representation Learning for an Image Retrieval Task
This article explains self-supervised and regularized supervised image retrieval with the help of the latent space of an autoencoder.
Part 1: Deep Representations, a Way Towards Neural Style Transfer
This article provides a top-down approach to conceiving neural style transfer using Weights & Biases.
Part 2: Deep Representations, a Way Towards Neural Style Transfer
This article is the second part of two, and it provides a top-down approach to conceiving neural style transfer using Weights & Biases.
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