Insights from Objectways

Dive into the Objectways blog for expert insights on AI, data, and the latest on cutting-edge innovations.

A Beginner’s Guide to Zero-Shot Learning: Why It’s a Game-Changer

A Beginner’s Guide to Zero-Shot Learning: Why It’s a Game-Changer

As humans, we often learn new tasks by building on skills we already have. If you can ride a bicycle, picking up how to ride...

7 Mistakes to Avoid During Chatbot Training with Generative AI

7 Mistakes to Avoid During Chatbot Training with Generative AI

Creating a chatbot goes beyond just making it feel like a real conversation. It’s about truly understanding what users need and helping them find the...

From MS COCO to NuScenes: Exploring Object Detection Datasets

From MS COCO to NuScenes: Exploring Object Detection Datasets

Typically, AI solutions in self-driving cars, facial recognition apps, and security systems rely on computer vision models trained to analyze and extract meaningful information from...

Effective AI Agent Evaluation is Driven by Humans in the Loop

Effective AI Agent Evaluation is Driven by Humans in the Loop

AI agents have quickly become the next big thing in the AI space. These intelligent systems are now being built into everything from customer support...

Zero-Shot Learning Vs. Few-Shot Learning: The Key Differences

Zero-Shot Learning Vs. Few-Shot Learning: The Key Differences

Due to AI technologies like generative AI showcasing impressive results, it’s easy to assume that data challenges are a thing of the past. However, the reality is...

Exploring LLM Distillation: A Model Distillation Technique

Exploring LLM Distillation: A Model Distillation Technique

The introduction of LLMs (large language models), such as GPT-3.5 Turbo and GPT-4, has made a huge impact on AI applications. Their ability to generate human-like...

How to Train a Chatbot for Various Applications

How to Train a Chatbot for Various Applications

Not too long ago, customer support meant being on hold during long phone calls or having to explain your issue over and over to each...

Human in the Loop for Generative AI

Human in the Loop for Generative AI

What is Generative AI ? Generative AI is Machine Learning (ML) techniques that allow computer models to create new realistic content such as images, text, audio...