????? AI dialogues: exploring the significance of training AI models
It's AI bingo at the moment!
Everyone's talking about it - but did you know that the quality and quantity of training datasets are crucial to the accuracy and effectiveness of machine learning models? The more diverse and representative the data, the better the AI model can perform in terms of nuance. Did you ever wonder how to ensure that AI discerns what Americans would wear to a wedding? And what people would wear in Asia, Europe or Africa, taking into account the specificities of each country?
In this enlightening AI dialogue episode of our Globally Speaking podcast, Melanie Peterson - Program Director for Train AI at RWS - joins Vasagi Kothandapani to discuss how she tackled one of her biggest AI challenges: a rating and labelling data project for western-style womenswear using resources in the APAC region only, where the raters were 80% male.
Melanie unpacks the intricacies of her mission, shedding light on how she explains what she does to her family and friends, why a rocket scientist or a chef might have been involved in one of Train AI's latest data training projects, and what exactly we mean by data collection, data creation, data annotation and sentiment analysis.
Get ready for a captivating exploration into the heart of AI.
?? February 15, 2024 ?? 25:35 ?? Vasagi Kothandapani with Melanie P.
??? Listen to this episode here.
?? Listen to all episodes of the #GloballySpeakingPodcast here.
ars longa, vita brevis
1 年What amazes me is that so much time and effort can be spent to produce a high quality, long recording of what in another medium would be a handful of bullet points. Writing and editing obviously are not the strong points among AI practitioners. ??
Top Voice | Training Datasets and workflows for AI Agents
1 年Thank you for sharing this informative post! As someone who works in the AI industry, I couldn't agree more with the importance of high-quality and diverse training datasets. It's great to hear about Melanie Peterson's success in tackling one of her biggest challenges with the help of resources in the APAC region. And speaking of resources, for those looking for a reliable synthetic data, data curation, and annotation engine for AI projects, I highly recommend checking out labellerr (www.labellerr.com). #AI #DataTraining #Labellerr #SyntheticData #NLP #ComputerVision #GenerativeAI
CEO at PIUNS TRANSLATIONS
1 年Thank you for sharing these data!!
Realtor Associate @ Next Trend Realty LLC | HAR REALTOR, IRS Tax Preparer
1 年Thanks for posting.