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pedestrian-detection's Introduction

pedestrian-detector

Demo

Detects pedestrians in webcam live stream or video.

Results are transformed in xy-plane using a homography.

Activity in defined area is monitored

Contains 3 algorithms to detect pedestrians:

Yolo v2

Best results but also the slowest

(heavily influence by this

Requiers:

See YouTube for Results.

Also TownCenterXVID.avi

HoG and SVM

Includes non-maximum suppression

See YouTube for Results.

Also TownCenterXVID.avi

Haar features and Cascade

Fast but inaccurate.

See YouTube

Also TownCenterXVID.avi

no backwards homography yet

Includes non-maximum suppression.

pedestrian-detection's People

Contributors

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Watchers

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Forkers

jiaojiaozhang prathamsutone

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