Akhil ChhibberAutomated Pipeline for Regularly Fine-Tuning Deforestation Detection ML Model on AWSIn this blog, we will explore how to build an automated pipeline on Amazon Web Services (AWS) for regularly fine-tuning a deep learning…Jun 21Jun 21
Akhil ChhibberBuilding a Near Real-Time Global Deforestation Detection Pipeline on CloudDeforestation is a critical global issue that requires timely detection and intervention. In this blog, we will explore how to build a near…Jun 111Jun 111
Akhil ChhibberBest Practices to Avoid False Positives in Deep Learning based Deforestation DetectionDetecting deforestation accurately is a critical task, especially when using deep learning models and satellite imagery e.g. Sentinel-1…Jun 10Jun 10
Akhil ChhibberComparative Analysis of Gemini API and OpenAI’s GPTIn this Blog, we delve into the competitive world of AI language models, focusing on a detailed comparison between the Gemini API and…Jan 4Jan 4
Akhil ChhibberData Management: Geo-Spatial Computing PlatformIn this Blog, we will explore various geo-spatial computing platforms suitable for building a global scalable solution to handle large and…Dec 14, 2023Dec 14, 2023
Akhil ChhibberFinding the Smallest Geohash to Bound Geospatial DatasetIn this Blog, we embark on the exciting journey of defining the smallest possible geohash that encompasses an entire given geospatial…Dec 13, 2023Dec 13, 2023
Akhil ChhibberBounding Geospatial Data: Different Approaches and MethodsIn this Blog, we’ll explore a variety of techniques for defining boundaries around a set of geospatial points, lines, or polygons. Bounding…Dec 13, 2023Dec 13, 2023
Akhil ChhibberGeoServer Services: Improving Geo-Spatial Web-Dashboard ExperienceThis Blog talks in-depth about GeoServer, which offers multiple powerful services, each designed to meet specific geospatial needs, from…Nov 30, 2023Nov 30, 2023
Akhil ChhibberCloud Computing for Remote Sensing: Google Cloud vs AWS vs AzureAre you curious about using cloud computing for remote sensing and machine learning but not sure which platform to choose? In this Blog…Nov 29, 2023Nov 29, 2023
Akhil ChhibberGeo-Spatial Computing Platforms: Supported File FormatsThis Blog provides a comprehensive overview of the various file formats supported by ten leading geo-spatial computing platforms. By…Nov 23, 2023Nov 23, 2023