Tech Archives

The Most Refined Depth Estimation Model: Marigold

Depth Estimation SOTA Model Using Stable Diffusion: Marigold While NLP is advancing so quickly, what about other fields? The release of text-to-image models in 2022 marked the mainstream adoption of generative AI. Models like MidJourney and DALL-E generated excitement with...

January 24, 2024

Tech

Rise of Vision Language Model (VLM) and CogAgent

As LLMs have evolved, so have other fields that utilize these models, such as Vision Language Model (VLM). VLMs are a type of multimodal model that combines visual and linguistic information. In everyday life, some information is easily understood visually,...

January 3, 2024

Tech

Easiest Way to Create a Simple Recommendation Service

We will talk about how to create a recommendation system with very little difficulty, but before that, we will talk about the different Machine Learning-based techniques used in implementing these systems. There are two most common algorithms used for the...

June 23, 2022

Tech

Fairness? Ethics? Why is Diverse Data Important for Your A.I. Models?

We are all well aware that to effectively use an ML or AI model to solve a specific problem, it is crucial to have high-quality training data for the model itself. No matter how efficient or accurate the model is,...

June 23, 2022

Tech

Different Types of Neural Networks — CNN & RNN

Although there are different categories of neural networks, each having different topology and architecture, the underlying concept of every type is the same — i.e. being similar in action and structure to the human brain. We will be focusing on two...

June 23, 2022

Tech

Is My Dataset Good? Checking the Quality of your Collected Data

We are all well aware of the fact that in order to effectively use a Machine Learning (ML) or AI model, it is imperative to have high-quality training data for the model itself. No matter how efficient or accurate the...

June 23, 2022

Tech

Try Out Simple Image Classification(at home!!)

Image classification, in general, is the process of finding patterns in images based on contextual information contained within the images. Based on that information or features, the model learns to recognize what an image represents in general. One such example...

June 22, 2022

Tech

Problems of Online Image Crawling

Online image crawling is basically a way of gathering large amounts of images through different websites. In short, we scrape images from different web pages, store them in a folder, drive or any desired location, and can use those images...

June 22, 2022

Tech

Diversity? Accuracy? Important Properties of your Dataset

We know that a dataset is basically a collection of data. It can consist of tables where each column in a table represents a particular variable in question and each row represents a value of that variable. A dataset can...

June 22, 2022

Tech

Data Crawling Everything: Case of Social Media

Data scraping is the process of importing information or data from a website and displaying it in a spreadsheet or a local file on your computer. We will be exploring how one can scrape data from social media sites, particularly...

June 22, 2022

1 2 3 4

Category: Tech