Insights | icecreamlabs-AI

Cracking the Code: Understanding the Scores behind popular LLM Leaderboards

Overview In the ever-evolving landscape of artificial intelligence, large language models (LLMs) have emerged as one of the most...

ML Inference Pipeline with Celery and Redis

How we architected a scalable ML inference pipelines - using Celery and Redis to handle complex routing

Introducing LIME: A New Way Framework for LLM Evaluation

Introducing LIME: A LLM evaluation framework using custom and domain specific datasets using 3 different scoring methods

Analysis of Watermark Removal Models

Watermark Removal using Deep Image Priors The integration of watermarks into digital images has become a common practice for various...

Leveraging GPT-J for Information Extraction: Insights from Our Experiments

Overview of GPT-J In the rapidly evolving field of natural language processing (NLP), the adoption of powerful transformer models like...

How to Create a Seamless Customer Experience From Start to Finish: Beyond the Shopping Cart

Enhancing the customer experience beyond shopping With consumers changing how they purchase and engage with a brand, retailers have...

Exploring the Power of Clustering in Machine Learning: How Can It Improve Your Data Analysis?

There are a variety of ways to create a new machine learning model. Supervised learning is the simplest of these learning processes, but...

How Can Grocery Retailers Stay Competitive in the Age of Omni-channel?

Retail giants like Amazon’s ability to effectively address the ever-changing customer demands has enabled it to make its mark in the...

The Ultimate Git Commands Cheatsheet We Use Everyday

Yes even with code generators we all need git everyday. So outside of the regular git commit and pull / push here are things we all get...

BERT + OAMine for Product attribute Extraction

Problem Statement: Given a text obtained from a product image in an E-commerce site, we want to extract different attributes from the...

How Can AI Enhance the Future of Fashion eCommerce?

eCommerce is changing retail rapidly and the significance of displaying an extensive collection of products is overshadowed by the...

How Can DataPorts Enhance the Connectivity of Interconnected Applications?

Retailers today struggle with managing all of the product content necessary to publish and maintain their online product catalog....

Streamlining SSH Setup with Google Cloud (GCP): A Guide for Software and DevOps Engineers

In the ever-evolving landscape of cloud computing, the ability to securely and efficiently manage virtual machines is paramount. Google...

Enhancing Customer Loyalty: The Impact of AI in Today's Business Landscape

The expectations of consumers today from their favorite brands has increased ten-fold, and with big companies such as Amazon providing...

3×3 filters in Convolution Networks- A popular choice

An overview of Convolution filters and why 3x3 filters are optimal for image processing suing CNNs

Approaching Stock-Out: 5 ways to Prevent the Out-of-Stock Problem and Boost Sales

Managing inventory and predicting sales is a difficult process for every retailer. Customers hate it when an item isn't in stock and they...