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Marc-André Vollstedt's Projects

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

imutils icon imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

motionpathdashboard icon motionpathdashboard

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

motionpathsextraction icon motionpathsextraction

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

simpletpsmapping icon simpletpsmapping

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

smsqr icon smsqr

The HCU is carrying out a project on the Domplatz in Hamburg by providing various services for passers-by offers (chatbot, audio tours,...), cultural content passers-by further use Social Media applications, e.g. Twitter to exchange cultural content. To evaluate the penetration of these services a NLP pipeline has been established to deal with.

sort icon sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

sparkpipeline icon sparkpipeline

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

trafficcountingtool icon trafficcountingtool

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

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