Understand the MVT Framework in Django and how it differs from MVC in backend developmentJan 7, 2024路2 min read
How to Deploy Django on Vercel?Recently I consulted a client where I helped him deploy his django application on vercel successfully. So, I thought of documenting this process so as to help you deploy your django application on vercel for free. Step 1: Add a vercel.json Configurat...Dec 21, 2024路2 min read
Building a Robust Face Detection System: From Data Collection to Model DeploymentIn this article, we'll explore the journey of implementing a face detection system, step by step. Let's dive in. Note-: GitHub repo link -> https://github.com/Rhythm1821/Tensorflow-Face-Detection Data Collection and Annotation: The first step is coll...Aug 25, 2023路3 min read
Emotion Classification from Images: A Deep Learning JourneyHello, hope you are doing well. In this article, I will be documenting my journey of make an amazing deep CNN classification project. The aim of the project is to classify the image's emotion (happy or sad) inputted via the interface. I will be cover...Aug 22, 2023路3 min read
Understanding Generative models and its applicationsRecently you might've come across the terms ChatGPT, dall-e and stable diffusion and more specifically the term "Generative AI". Generative ai refers to the field of artificial intelligence that focuses on the development of algorithms and models cap...Jul 25, 2023路3 min read
Beginner's Guide to Semi-Supervised LearningSemi-supervised learning is a machine learning technique that uses both labelled and unlabeled data to train models. It is a hybrid of supervised and unsupervised learning, and it can be used to improve the performance of models when there is a limit...Jul 1, 2023路4 min read
Word Embeddings: A Comprehensive GuideWord embeddings are a powerful tool for natural language processing (NLP) tasks. They capture the semantic and syntactic relationships between words, and they are more compact and efficient than traditional bag-of-words representations. This blog pos...Jun 27, 2023路4 min read
Stochastic Gradient Descent: A Detailed GuideStochastic gradient descent (SGD) is a powerful optimization algorithm that is used in many machine-learning applications. Previously, we covered Gradient Descent . In this blog, we will discuss the basics of SGD, how it works, and its advantages and...Jun 25, 2023路3 min read