• Random Forest, 2016, Belgiu and Dragut
  • AlexNet, 2012, Krizhevsky
  • U-Net, 2015, Rinneberger
  • DeepLab, 2017 , Chen
  • SAM, 2023, Kirillov
  • Tobler's First Law of Geography
  • Vantor Open Data Program vantor.com
  • USDA Natural Resources Conservation Service (NRCS) NAIP imagery nrcs.app.box.com/v/naip
  • CNN Classification Architectures: ResNet, EfficientNet, Vision Transformers Vit, ConvNext
  • Object Detectors: YOLO, SSD, RetinaNet, FCOS, DETR, OWL-ViT, Grounding-DINO
  • Semantic Segmentation arch: UNet, DeepLabv3, FPN, PSPNet, LinkNet, MaNet, Pan, UperNet, Segformer, DPT
  • Vision-Language Models: moondream.ai
  • Satellite Embeddings: Clay Foundation, TESSERA, AlphaEarth
from the book GeoAI for Python
General
Python
Machine Learning
QGIS
Satellite Imagery
Spatial Analysis

Short notes taken from the book "GeoAI for Python"

Description :

Example :

2026 Aug