Deep Learning Object Detection Workflow in ArcGIS Pro

This video walks through the full workflow for creating a deep learning object detection model using the geoprocessing tools in ArcGIS Pro, from collecting training data to using the model to inference a new image. The images used in this video are from the NAIP (National Agriculture Image Project).

0:00 – Introduction

0:21 – Collect Training Data

2:26 – Format Training Data

3:22 – Train Deep Learning Model

5:01 – Inspect Model Performance

6:10 – Run model on new image

If you're interested in learning more, check out the following resources: How to install deep learning frameworks in ArcGIS Pro:https://www.youtube.com/watch?v=ewq15V2RJGI&list=PLZ9TJcIeAUwe86jbM7X01nszkyUpGGOfl&index=30&t=21s

Automate Image Analysis with GeoAI and Deep Learning Workflows Full Webinar https://resources.esri.ca/webinars/automate-image-analysis-with-geoai-and-deep-learning-workflows

Deep Learning in ArcGIS Pro blog https://resources.esri.ca/education-and-research/unlocking-the-potential-of-deep-learning-in-the-arcgis-system

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