Satellite image deep learning
by Robin Cole
Latest episode
Benchmarking AI for Critical Infrastructure Mapping
Benchmarking AI for Critical Infrastructure Mapping
About this podcast
Dive into the world of deep learning for satellite images with your host, Robin Cole. Robin meets with experts in the field to discuss their research, products, and careers in the space of satellite image deep learning. Stay up to date on the latest trends and advancements in the industry - whether you’re an expert in the field or just starting to learn about satellite image deep learning, this a podcast for you. Head to https://www.satellite-image-deep-learning.com/ to learn more about this fascinating domain
www.satellite-image-deep-learning.com
Episodes
The newest 20 of 49 episodes
- Benchmarking AI for Critical Infrastructure Mapping · 31 minIn this episode I caught up with Justin Guthrie to discuss Infra-Bench CLS, a global benchmark testing seven foundation model backbones on critical infrastructure classification…
- Building Open GeoAI for Humanitarian Response · 26 minIn this episode I sat down with Petya Kangalova and Kshitij Sharma from the Humanitarian OpenStreetMap Team (HOT) to discuss how GeoAI and community-driven mapping are being…
- Ai Agents with Hyades & BlazerOps · 21 minIn this episode I caught up with Ash Alex and Jimin Seo, co-founders of Hyades, to discuss BlazerOps, an agentic platform for building machine-learning models and pipelines for…
- Building OlmoEarth: AI2’s Open Foundation Model for Satellite Imagery · 37 minIn this episode I sat down with Joe Redmond from the Allen Institute for AI (AI2) to discuss OlmoEarth, AI2's open geospatial foundation model for Earth observation. Joe explains…
- A Single GPU Is All You Need for Self-Supervised Pretraining · 33 minIn this episode I sat down with Lakshay Sharma, a machine learning scientist at Instacart and former member of Microsoft’s geospatial AI team, to discuss self-supervised learning…
- Mapping The World at Taylor Geospatial · 34 minIn this episode I sat down with Jennifer Marcus and Isaac Corley from Taylor Geospatial to explore Fields of the World - an open initiative to create globally consistent…
- BetaEarth: Open Embeddings of Sentinel-2 and Sentinel-1 with a Little Help of AlphaEarth · 26 minIn this episode I sat down with Mikolaj (Miko) Czerkawski from Asterisk Labs to explore BetaEarth, an experimental open-source emulator trained on AlphaEarth Foundations' public…
- Geospatial Annotation with LabelMe and Segment Anything · 12 minIn this episode I sat down with Kentaro Wada, a computer vision engineer at Mujin and creator of LabelMe, to explore the evolution of image annotation workflows. We discuss how…
- Mapping South America and Beyond with Fields of The World V2 · 31 minIn this episode I sat down with Hannah Kerner and Tristan Grupp to discuss Fields of The World (FTW), an open-source benchmark and ecosystem for global field boundary…
- State Of The Art Object Detection · 30 minIn this episode I sat down with Isaac to discuss RF-DETR, a new state-of-the-art family of real-time object detection and segmentation models from Roboflow. We cover the…
- Tessera: A Temporal Foundation Model for Earth Observation · 24 minIn this episode I caught up with Sadiq Jaffer and Frank Feng to discuss Tessera, a large-scale foundation model for Earth observation that produces annual, pixel-level temporal…
- AutoML for Spaceborne AI · 20 minIn this episode I caught up with Roberto del Prete to learn about his work on AutoML for in-orbit model deployment, and how it enables satellites to run highly efficient AI…
- Methane Plume Detection with AutoML · 17 minIn this episode I caught up with Julia Wąsala to learn about methane plume detection using AutoML, and how her research bridges atmospheric science and machine learning. Julia…
- Democratising access to GeoAI with InstaGeo · 23 minIn this episode, I caught up with Ibrahim Salihu Yusuf from InstaDeep’s AI for Social Good team to hear the story behind InstaGeo, an open-source geospatial machine learning…
- PhiDown: Fast, Simple Access to Copernicus Data · 9 minIn this episode, Roberto from ESA’s Φ-lab in Frascati introduces PhiDown, a community-driven open-source tool designed to simplify data access from the Copernicus Data Space…
- Chained Models for High-Res Aerial Solar Fault Detection · 34 minIn this episode, I caught up with Jonathan Lwowski, Connor Wallace, and Isaac Corley to explore how Zeitview built an AI-powered system to monitor solar farms at continental…
- TorchGeo 1.0 with Adam Stewart · 29 minIn this episode I caught up with Adam Stewart, creator of TorchGeo, to hear all the latest updates related to this pivotal piece of geospatial AI software. We discuss TorchGeo’s…
- Challenges and opportunities for Ai mapping · 23 minIn this episode I caught up with Tobias Augspurger to explore the Map Your Grid initiative at Open Energy Transition, an ambitious project funded by Breakthrough Energy to build…
- Solar Panel Detection with Satellite Imagery · 31 minIn this episode, I catch up with Federico Bessi to dive into a fascinating end-to-end project on the automatic detection of photovoltaic (PV) solar plants using satellite imagery…
- Chat2Geo and the Power of LLMs · 22 minIn this conversation, I caught up with Shahab Jozdani to learn about Chat2Geo, a web-based application designed to simplify remote-sensing-based geospatial analysis through an…
