pedestrian-detector

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:

• download and extract data.tar.gz to source folder

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.