image-amazing / aihack

Car and pedestrian detection using YOLO and correlation tracking

aihack (CRT problem solving...)

Data

test.dat Пример аварии.flv

test2.dat Два торопыги.flv

Idea behind

• Preprocess video by YOLO (phase 1) https://github.com/hoopoe/darknet/commits/master

• Enable dlib correlation tracker to remove noisy rectangles (phase 2)

Projects used

We used several projects, that helped us a lot of

• dlib - for correlation tracker purpose
• YOLA - for fragmenting cars based on the frame
• darknet/+ that just persist file on the disk

Algorithm description