Sandeep Pandey
Engineer with a PhD in applied machine learning and scientific computing.
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End-to-end object detection on Android phone with analysis: Pothole on road
less than 1 minute read
Published:
This article documents the fine-tuning process of a YOLOv8 object detection model on a custom dataset with the end goal of deploying it on an edge device such as an Android mobile phone. The app logs detected objects along with their geolocation for further analysis.
Setting up Ollama on Windows PC and using it on same WiFi network as a remote server
4 minute read
Published:
In this article, we will first install Ollama to a host machine and then we will connect to it via a client machine on same WiFi network.
Open source routing: Exploring Open route service (OSR)
4 minute read
Published:
In this article, I am going to setup Open Source Routing Machine (OSRM), which is a popular open-source routing engine and its backend is written in C++. The engine usage our favourite OpenStreetMap (OSM) data to build the network graph.
Opensource routing: Taking a first glance Open Source Routing Machine(OSRM)
6 minute read
Published:
In this article, I am going to setup Open Source Routing Machine (OSRM), which is a popular open-source routing engine and its backend is written in C++. The engine usage our favourite OpenStreetMap (OSM) data to build the network graph.