Computer Vision

Computer vision using deep learning.

Mask RCNN Pedestrian Detection

In 'mask_rcnn_pedestrian', implemented a mask RCNN object in image identifier. Using the COCO and PennFudanPed pedestrian data set, the mask RCNN was trained to identify pedestrians in images and selectively create an image mask highlighting the pedestrian in the image.

Test Examples

Example 1

Mask of detected pedestrian predicted for image 1

Example 2

Mask of detected pedestrian predicted for image 2