Fast RCNN based object detection on video and image files.

Download the necessary weights and files.

Fast RCNN download:

wget http://download.tensorflow.org/models/object_detection/mask_rcnn_inception_v2_coco_2018_01_28.tar.gz tar zxvf mask_rcnn_inception_v2_coco_2018_01_28.tar.gz

Install requirements:

pip install requirements.txt

Dependencies

• Opencv

Usage

data folder contains input image and video

Image: python yolo.py --image=data\zebra.jpg

Video: python3 mask_rcnn.py --video=data\airport.mp4

An output file is generated in data folder with marked objects. The output is also shown live as the frames are processed