GeoAI Tutorials

Name: GeoAI Tutorials
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23 learners

What you'll learn

This course includes

20 hours of video
Certificate of completion
Access on mobile and TV

Course content

1 modules • 50 lessons • 20 hours of video

GeoAI Tutorials

50 lessons • 20 hours

GeoAI Made Easy: Learn the Python Package Step-by-Step (Beginner Friendly)45:46
GeoAI Tutorial 1: Introducing the GeoAI Python Package16:50
GeoAI Tutorial 2: Downloading NAIP Imagery and Building Footprint Data for Deep Learning13:27
GeoAI Tutorial 3: Viewing Metadata & Raster Clipping Made Easy!17:32
GeoAI Tutorial 4: Creating Georeferenced Image Chips for Deep Learning18:23
GeoAI Tutorial 5: Building Footprint Extraction Using Deep Learning and GeoAI25:16
GeoAI Tutorial 6: Building Footprint Regularization Using Deep Learning and GeoAI18:37
GeoAI Tutorial 7: Calculating Geometric Properties of Objects Detected with Deep Learning and GeoAI15:50
GeoAI Tutorial 8: Car Detection From Aerial Imagery with Deep Learning and GeoAI19:26
GeoAI Tutorial 9: Ship Detection From Aerial Imagery with Deep Learning and GeoAI17:01
GeoAI Tutorial 10: Solar Panel Detection From Aerial Imagery with Deep Learning and GeoAI22:34
GeoAI Tutorial 11: Train Deep Learning Models for Object Detection with Satellite & Aerial Imagery21:31
GeoAI Tutorial 12: Wetland Mapping with Deep Learning and GeoAI23:27
GeoAI Tutorial 13: Train a Deep Learning Model for Detecting Solar Panels18:10
GeoAI Tutorial 14: Search and Download Data From Microsoft Planetary Computer31:33
GeoAI Tutorial 15: Train a Deep Learning Model for Detecting Cars20:21
GeoAI Tutorial 16: Train a Deep Learning Model for Mapping Surface Water17:48
GeoAI Tutorial 17: Create a Labeled Dataset for Deep Learning19:56
GeoAI Tutorial 18: Edit Existing Labeled Datasets for Deep Learning16:37
GeoAI Tutorial 19: Train a Segmentation Model for Objection Detection from Remote Sensing Imagery28:50
GeoAI Tutorial 20: Creating Image Chips from Multiple Images and Masks09:59
GeoAI Tutorial 21: Training a Segmentation Model for Water Detection from Satellite Imagery20:05
GeoAI Tutorial 22: Batch Segmentation on Multiple Satellite Images08:52
GeoAI Tutorial 23: Building Detection with Aerial Imagery and LiDAR Data25:28
GeoAI Tutorial 24: Water Detection Using GeoAI with Sentinel-2 Satellite Imagery15:41
GeoAI Tutorial 25: Resuming Model Training from a Checkpoint15:56
GeoAI Workshop: Unlocking the Power of GeoAI with Python01:58:31
Interactive Maps Powered by AI Agents17:15
This FREE Tool Creates Satellite Training Data in SECONDS20:48
Building Instance Segmentation Step-by-Step with GeoAI25:52
This Python Trick Makes Visualizing Big Vector Data FAST22:11
Remote Sensing Image Segmentation with Meta's SAM 325:59
Video Segmentation & Object Tracking with Meta's SAM 323:06
Interactive Segmentation of Remote Sensing Imagery with Meta's SAM 313:12
Automated Segmentation with Image Captioning + Meta's SAM 317:22
Segment Satellite Images in Seconds with the SamGeo QGIS Plugin24:54
GeoAI QGIS Plugin: Step-by-Step Setup for AI Detection & Image Segmentation43:27
How to Install the GeoAI QGIS Plugin on Windows: A Step-by-Step Guide28:59
How to Install the New GeoAI Plugin in QGIS (Official Release)08:52
GeoAI Workshop at AGU 202559:29
Install the GeoAI QGIS Plugin on Linux/Windows — Easiest Method24:00
Tree Crown Segmentation in QGIS using DeepForest and GeoAI Plugin16:33
Canopy Height Estimation with GeoAI and Pretrained Models12:26
GeoAI QGIS Plugin v1.0: One-Click Installation on Windows, macOS & Linux20:26
Cloud and Cloud Shadow Detection From Satellite Imagery with GeoAI and OmniCloudMask18:33
Agricultural Field Boundary Delineation (Instance Segmentation) with GeoAI25:51
New Book Release | GeoAI with Python: A Practical Guide to Open-Source Geospatial AI10:39
OpenGeoAgent: A Multimodal AI Agent For Automated Geospatial Analysis & Visualization35:37
QGIS NASA OPERA Plugin + AI Agent (Full Tutorial) 🤖🌍36:12
Create Satellite Timelapse Animations in QGIS with OpenGeoAgent30:54