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Deep Learning Object Detection Workflow in ArcGIS Pro
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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
Automate Image Analysis with GeoAI and Deep Learning Workflows Full Webinar:
Deep Learning in ArcGIS Pro blog:
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
Automate Image Analysis with GeoAI and Deep Learning Workflows Full Webinar:
Deep Learning in ArcGIS Pro blog: