Sign up to save your podcasts
Or
Share Ep11 - End-to-End Geospatial ML Pipelines with Pedro Uria
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
Ep11 - End-to-End Geospatial ML Pipelines with Pedro Uria
In this episode, we are joined by Pedro Uria, a Data Scientist at AMPSIGHT.
Pedro talks about his work in geospatial object detection and building an end-to-end machine learning pipeline. We discuss every part of the pipeline such as data collection & labeling, building & training computer vision models, and productizing & containerizing models. Additionally, we address the challenges of using geospatial and satellite data from data augmentation to model evaluation.
Follow the TWR Podcast on:
Instagram HERE [https://www.instagram.com/theweeklyregression/]
Twitter HERE [https://twitter.com/TheWeeklyReg]
LinkedIn HERE [https://www.linkedin.com/company/the-weekly-regres]
View all episodes
By Rayhaan RasheedIn this episode, we are joined by Pedro Uria, a Data Scientist at AMPSIGHT.
Pedro talks about his work in geospatial object detection and building an end-to-end machine learning pipeline. We discuss every part of the pipeline such as data collection & labeling, building & training computer vision models, and productizing & containerizing models. Additionally, we address the challenges of using geospatial and satellite data from data augmentation to model evaluation.
Follow the TWR Podcast on:
Instagram HERE [https://www.instagram.com/theweeklyregression/]
Twitter HERE [https://twitter.com/TheWeeklyReg]
LinkedIn HERE [https://www.linkedin.com/company/the-weekly-regres]