Infolksinfolks.hashnode.dev·Apr 23, 2024The Role of Data Labeling for Autonomous VehiclesEven the most skilled human drivers sometimes struggle to navigate the complexities of the road. Then how can a driverless vehicle run on the road? How do they reach their destinations safely? Autonomous vehicles rely on AI algorithms that enable the...DiscussInfolks
Infolksinfolks.hashnode.dev·Mar 22, 2024AI for Social Good: How It Can Be Used to Tackle Global ChallengesArtificial intelligence is now being used in various sectors, and one new trend is its application for social good. While AI isn't a complete solution for the world's toughest social and environmental problems, it can provide tools to address pressin...Discuss#AIforSocialGood
Infolksinfolks.hashnode.dev·Mar 15, 2024A Closer Look at Explainable AI (XAI)Artificial Intelligence (AI) has been making big strides lately, showing promise across various fields. However, one big challenge we face, especially in machine learning, is making AI understandable. New techniques like deep neural networks have mad...Discuss·7 likesTransparentAI
Infolksinfolks.hashnode.dev·Jan 19, 2024The Data Labeling ProcessData labeling is like adding tags or stickers to pictures, texts, or videos so that computer programs can learn from them. These tags highlight important things in the data, such as finding a cat in a photo, understanding spoken words, or detecting a...Discuss·28 readsdata labeling
Infolksinfolks.hashnode.dev·Dec 18, 2023Data Labeling: The BasicsComputer vision, AI, and ML models face constraints when dealing with raw data. Upon labeling data, such as images, videos, text, and audio, an algorithmic model begins comprehending its visual inputs, enabling it to undergo training and learning fro...Discuss·29 readsdata labeling
TaskUstaskus.hashnode.dev·Nov 7, 2023How Data Labeling WorksWith the explosive growth in Artificial Intelligence (AI) and Machine Learning (ML), one term that commonly floats around boardrooms, tech conferences, and academic journals is data labeling. This isn't just technical jargon; it's the crucial cog tha...DiscussMachine Learning
Cristian Leonardo Mier JIménezleomier.hashnode.dev·Aug 30, 2023Data Labeling with OpenAI's APIData labeling is a critical step in the creation of supervised machine-learning models. The high quality and the large number of labels required to train a model have made this task an arduous and expensive endeavor, in many cases, the labeling step ...Discuss·44 readsopenai
Moaz Tahamoaaztaha.hashnode.dev·Jan 9, 2023Speeding up image labelling for Object Detection using pretrained models (Yolov5)Labelling your custom datasets for object detection can take a considerable time. So why don’t we use pretrained models to auto-label our objects for us? In this article, I will explain how you can use pretrained models to speed up the labelling proc...DiscussComputer Vision
Kalyan KSkalyan-katikapalli.hashnode.dev·Dec 25, 2022Exploring GPT3 - Best Way to Use GPT3 for Data Labeling (aka Data Annotation)In the previous blog post, you have seen how to leverage GPT-3 model for data labeling in different ways. In this blog post, you are going to see how to further improve the quality of labels assigned by the GPT-3 model. 🎖 For all the latest updates...Discuss·10.7K readsGPT3
Kalyan KSkalyan-katikapalli.hashnode.dev·Dec 22, 2022Exploring GPT3 - GPT3 for Data Labeling🍧Blog post 1 - How to use GPT3 for data labeling? 🍧Blog post 2 - How to further improve the quality of GPT3 labeled data? 🌴Data Annotation Data Annotation (also known as Data Labeling) is the first step in building any machine learning or deep lea...Discuss·3.5K readsGPT 3