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real-time-processing

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Backend workflows for SatVision's real-time satellite image and land cover segmentation renderer. Deploys the novel patchify-process-reconstruct approach to run DL-driven segmentation inference in real-time.

  • Updated May 19, 2023
  • Python

This repository comprises the design, implementation, and analysis of a near real-time data warehouse prototype for an electronics business chain, utilising a multi-threaded Extract, Transform, Load (ETL) pipeline leveraging the efficient HYBRIDJOIN algorithm implemented with Java and MySQL on customer sales data.

  • Updated Mar 1, 2024
  • Java

Python-based Vehicle Motion Tracking System using YOLOv4 Real-time tracking and recognition of vehicles on roads, powered by pre-trained object detection models. Capture vehicle paths, extract crucial data including numbering and date of crossing, and enhance road safety with improved traffic flow.

  • Updated Jan 4, 2024
Computer-Vision-Algorithms

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