Goals


Stitch solution

Yolo wasn't detecting well some classes (mainly pedestrians) on the stitched/panorama image. To improve the outcome, I used the same pedestrian model and positioned it precisely at the image boundary zone, as it is the most challenging scenario during the stitching process.

Left camera image

Left camera image

Right camera image

Right camera image

The following images show the resulted panorama. Every class detection was tested in the boundary zone.

Full panorama

Full panorama

Front car view

Front car view

Lateral  car view

Lateral car view

Pedestrian

Pedestrian

Rider

Rider

Truck front view

Truck front view

Truck lateral view

Truck lateral view

Predicted ocupancy when stopped

Pedestrian

Pedestrian

Car

Car