Search Results for author: Dipto Sarkar

Found 3 papers, 2 papers with code

Donut visualizations for network-level and regional-level overview of Spatial Social Networks

1 code implementation4 Jan 2021 Dipto Sarkar, Piyush Yadav

Spatial Social Networks (SSN) build on the node and edge structure used in Social Network Analysis (SNA) by incorporating spatial information.

Social and Information Networks Computers and Society

Traffic Prediction Framework for OpenStreetMap using Deep Learning based Complex Event Processing and Open Traffic Cameras

1 code implementation12 Jul 2020 Piyush Yadav, Dipto Sarkar, Dhaval Salwala, Edward Curry

The lack of an open-source traffic estimation method using open data platforms is a bottleneck for building sophisticated navigation services on top of OpenStreetMap (OSM).

object-detection Real-Time Object Detection +1

Human Assisted Artificial Intelligence Based Technique to Create Natural Features for OpenStreetMap

no code implementations4 Jul 2020 Piyush Yadav, Dipto Sarkar, Shailesh Deshpande, Edward Curry

In this work, we propose an AI-based technique using freely available satellite images like Landsat and Sentinel to create natural features over OSM in congruence with human editors acting as initiators and validators.

BIG-bench Machine Learning

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