mavoll/MotionPathsExtraction

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71
Rank 441,673 (Top 9 %)
Language
Python
Created almost 6 years ago
Updated almost 5 years ago

mavoll/MotionPathsExtraction

mavoll

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Approach to extract motion paths (trajectories) of vehicles and pedestrians from videos (Multiple object detection & tracking)

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Tool to draw lines into images and count objects crossing those lines (using Python and Tkinter; depending on former generated tracking results)

SparkPipeline

Lambda architecture on SMACK-Cluster (using Scala) to fetch, store and analyse social media data (Twitter)

SimpleTPSMapping

Tool using Thin plate splines (TPS) transformation to convert pixel coordinates (x, y) to GPS-coordinates (lat, long).

SimpleObjectDetectionAndTracking

Trying simple object detection and tracking methods using OpenCV

MotionPathDashboard

Dashboard to analyse and vizualize detection and tracking results (using Dash by Plotly)