AI

A collection of 44 posts

AI

How to Fine-Tune the SAM Model with Your Own Dataset

Fine-tuning Segment Anything (SAM) improves its accuracy for specific domains like medical imaging, agriculture, and surveillance. While SAM performs well out of the box, customizing it helps capture finer details.

AI

500x Your Scientific Discovery With Sakana AI Scientist

AI co-scientists help researchers analyze data, run simulations, and automate tasks, accelerating scientific discoveries while keeping humans in control.

AI

Choosing The Right LLM for Your Task

Explore the right LLM for your coding or other use case. I tested ChatGPT, Claude, DeepSeek, and many more to find out which LLM performs best in a specific use case.

AI

Baidu’s Ernie 4.5 Outperforms GPT 4.5 By A Mile

Baidu’s ERNIE 4.5 & X1 signal China’s relentless AI expansion. Following DeepSeek R1 and Manus AI, these new models aim to challenge global AI leaders. Can they compete with OpenAI’s GPT-4 and beyond?

AI

Bye-Bye 9-to-5: How AI is Redefining Work as We Know It!

AI is redefining work as we know it, automating tasks, enabling flexible schedules, and challenging the traditional 9-to-5 grind. From AI-driven decision-making to autonomous agents handling workflows, the future of work is dynamic, decentralized, and more efficient than ever.

Generative AI Model

5 Best Generative AI Fine Tuning Tools in 2025

Top fine-tuning tools for generative AI in 2025 include Labellerr, Kili, Label Studio, Databricks Lakehouse, and Labelbox. These platforms streamline annotation, support multi-format data, integrate with ML models, and offer collaborative features to enhance model performance and scalability.

human in the loop

How Human-in-the-Loop is used in Data Annotation?

Human-in-the-Loop (HITL) annotation blends AI automation with human expertise to improve data labeling accuracy. It ensures AI models receive high-quality training data, reduces errors, and enhances real-world performance, making it essential for AI development across various industries.

Geospatial Annotation

5 Best Geospatial Image Annotation & Labeling Tools In 2025

In 2025, top geospatial image annotation tools include Labellerr, Labelbox, VGG Image Annotator (VIA), CVAT, and Kili Technology. These platforms offer precise annotations, supporting formats like GeoTIFF, JPEG2000, and more, while ensuring scalability.

Automatic Speech Recognition

6 Best Automatic Speech Recognition (ASR) Tools

Discover the best speech recognition software in 2025 to streamline workflows, boost accuracy, and automate transcription effortlessly.

AI

ML Guide to Train Food Recognition and Classification Model

Build a precise food recognition model with deep learning. Use CNNs, transfer learning, and large datasets for dietary tracking and food safety.

AI

Boosting Efficiency in Data Annotation with Active Learning

Data annotation is resource-heavy, slowing AI projects. Active learning helps by selecting only essential data to label, saving time and costs. It enhances model accuracy while reducing manual effort, especially valuable for projects with massive datasets.

Microsoft Build

Microsoft Build 2024: What's New & Exciting

Microsoft Build, the annual developer conference hosted by Microsoft, had concluded. This year's edition was a record-breaker, attracting over 200,000 registered participants and 4,000 attendees in person at Seattle. With over 60 exciting announcements, the focus was firmly on the transformative power of AI. Table of

AI

Google IO 2024: What's New & Amazing

Every year, the tech world eagerly anticipates Google I/O, a marquee event hosted by Google. This developer conference, typically held in Mountain View, California, serves as a launchpad for Google's most groundbreaking announcements. Table of Contents 1. Google Keynote 2024: A Generative Leap Forward 2. Google I/

labellerr

Construction Site Video Annotation With Labellerr

Construction sites are hazardous environments, where safety is important to prevent accidents and injuries. A 2022 study published in the Journal of Construction Engineering and Management discovered that using AI-powered video analysis for safety monitoring on construction sites resulted in a 20 percent decrease in safety violations when compared with

labellerr

Accelerate Lane Marker Detection Annotation With Labellerr

Table of Contents 1. Introduction 2. Challenge 3. Solution: Labellerr's Role in Lane Detection 4. Conclusion 5. Frequently Asked Questions Introduction In transportation and autonomous driving, accurate identification of road lanes is critical for ensuring vehicle safety and facilitating navigation. Lane markings help to improve road safety by

labellerr

Human Emotion Recognition Annotation using Labellerr

Table of Contents 1. Introduction 2. Solution: Labellerr's Role in Human Emotion Detection 3. Conclusion 4. Frequently Asked Questions Introduction In the world of artificial intelligence and human-computer interaction, the ability to accurately recognize and interpret human emotions is very important. From personalized user experiences to mental health

MidJourney

Midjourney: A Beginner's Guide to AI-Powered Image Generation

Table of Contents 1. Introduction 2. How does Midjourney Work? 3. How to Access and Use Midjourney? 4. Midjourney Commands and Prompt-Writing Tips 5. Conclusion 6. Frequently Asked Questions Introduction Midjourney is an AI-powered tool that generates images from text descriptions. Imagine typing "a majestic dragon soaring through a

DevinAI

Devin AI: The Future Of Coding Or A Teammate For Developers

Devin AI, by Cognition Labs, is a groundbreaking autonomous AI designed to work alongside developers. It automates coding tasks, handles projects from start to finish, and empowers developers to focus on strategic challenges, transforming software development.

AI

Accelerate Land Cover Segmentation Annotation With Labellerr Using SAM

Table of Contents 1. Introduction 2. Challenge 3. Solution: Labellerr's Role in Land Cover Classification 4. Conclusion 5. Frequently Asked Questions Introduction Land cover segmentation is a crucial task in remote sensing and environmental monitoring, aiming to categorize different land cover types within satellite or aerial imagery. This

labellerr

Get Full Visibility In Data Annotation Project With Labellerr

Imagine effortlessly monitoring your data annotation project's progress in real-time.  Labellerr's Dashboard eliminates the need for manual tracking, providing a comprehensive overview of your project. This feature simplifies the process and gives  you real-time updates on user activity and file statuses like total files, Accepted, remaining

AI

Easily Manage Quality Control Of Data Annotation Project With Labellerr

In Labellerr, we've introduced a handy feature that lets clients or reviewers efficiently assess specific files, i.e., a subset of files. Whether it's evaluating files from a specific date or those linked to particular annotators, the chosen files are easily accessible and seamlessly transitioned to

guide

Get More Meta Data With Labellerr's Attribute Feature

Table of Contents 1. Introduction 2. Why Is It Required? 3. Advantages of Using Attributes 4. How to Specify Various Attributes of Each Object in Labellerr? 5. Conclusion 6. Frequently Asked Questions Introduction Labellerr is thrilled to announce its latest advancement in annotation capabilities: the ability for customers to build

AI

What is MLOps — Everything You Must Know to Get Started

MLOps is a practice combining machine learning and DevOps principles, streamlining the ML lifecycle for better collaboration, automation, and deployment of models. Discover its stages, uses, and best practices.

labellerr

Save Time & Cost On Data Labeling With Auto-Label Feature

Table of Contents 1. Introduction 2. Here's Where Labellerr's Auto-Label Comes In 3. Why Is Auto-Label Needed? 4. Labellerr Auto-Label: Powerful Features 5. How to Use Auto-Label in Labellerr 6. Conclusion 7. Frequently Asked Questions Introduction Imagine you're building an AI model to recognize

AI

Easy Review Text Annotations With Labellerr's Object-Highlighting Feature

Table of Contents 1. Introduction 2. Why Is It Needed? 3. Advantages of Object-Highlighting Feature 4. How to Use Labellerr's Object Highlighting Feature 5. Conclusion 6. Frequently Asked Questions Introduction Imagine you are an NLP specialist, tackling a massive text file for Named Entity Recognition (NER). You labeled