Ep11 - End-to-End Geospatial ML Pipelines with Pedro Uria
Update: 2021-04-21
Description
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.
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