CarScan is a project which focus on segemnetation of object (basically car) in a real-time scenerio. This project uses Semantic Segmentation with help of PixelLib module.
This project uses the pretrained model which can be downloaded from here
- OpenCV
- tensorflow
- numpy
- pillow
- pixellib
- Run MainCode.py and the final output image would be dumped into "Output images" directory. The "Input images" directory contains the input image for the program.
- Image Segmentation With 5 Lines 0f Code (https://towardsdatascience.com/image-segmentation-with-six-lines-0f-code-acb870a462e8 )
- Interactive Foreground Extraction using GrabCut Algorithm (https://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_grabcut/py_grabcut.html#grabcut)
- PixelLib (https://github.com/ayoolaolafenwa/PixelLib)