Microsoft Releases TorchGeo 0.6.0 for Geospatial Data in Machine Learning, SAM2POINT Revolutionizes 3D Segmentation

Microsoft introduces TorchGeo 0.6.0, a toolkit for handling geospatial data in machine learning. SAM2POINT presents a novel approach to 3D segmentation. Also, deep learning models expedite biomarker discovery in lung cancer, and AI-created election disinformation poses a threat to democracy.

Sources:
https://www.marktechpost.com/2024/09/08/torchgeo-0-6-0-released-by-microsoft-helping-machine-learning-experts-to-work-with-geospatial-data/
https://www.marktechpost.com/2024/09/08/sam2point-a-preliminary-exploration-adapting-segment-anything-model-2-sam-2-for-zero-shot-and-promptable-3d-segmentation/
https://www.cancernetwork.com/view/deep-learning-models-expedite-biomarker-discovery-detection-in-lung-cancer
https://apnews.com/article/artificial-intelligence-elections-disinformation-chatgpt-bc283e7426402f0b4baa7df280a4c3fd

Outline:
(00:00:00) Introduction
(00:00:45) TorchGeo 0.6.0 Released by Microsoft: Helping Machine Learning Experts to Work with Geospatial Data
(00:04:07) SAM2Point: A Preliminary Exploration Adapting Segment Anything Model 2 (SAM 2) for Zero-Shot and Promptable 3D Segmentation
(00:04:34) Deep Learning Models Expedite Biomarker Discovery, Detection in Lung Cancer
(00:07:31) AI-created election disinformation is deceiving the world