nearkyh/Mask-RCNN

Implement Real-Time Semantic Segmentation with Mask RCNN

Mask-RCNN

Implement Real-Time Semantic Segmentation with Mask_RCNN.

Requirements

• Ubuntu 16.04
• Python 3.5
• Tensorflow 1.8
• Keras 2.1.6
• OpenCV 3.4

Getting Started

Creating virtualenv

$ cd Mask-RCNN
$ virtualenv env --python=python3.5
$ source env/bin/activate

Install Dependencies

$ pip install -r requirements.txt
$ pip install git+https://github.com/philferriere/cocoapi.git#subdirectory=PythonAPI

Using pre-trained weights for MS COCO

It is included in {detector_demo.py} that downloading the pre-trained weights for MS COCO.

Run Demo

$ python detector_demo.py {YOUR_TEST_VIDEO}