Computer vision tasks

This repository contains code for conducting several computer vision tasks using Pytorch and OpenCV.

Instance segmentation

Object detection

Image classification

Feature extraction

• edge detection

How to run

Clone the repository

git clone https://github.com/shanminlin/image_processing.git

Acknowledgement

1. Projects in object detection and instance segmentation were built upon Adrian' awesome PyImageSearch (https://www.pyimagesearch.com).
2. Also opencv official tutorial (https://github.com/opencv/opencv/blob/master/samples/dnn/object_detection.py)
3. Some of the projects were built upon my Udacity deep learning nanodegree projects. They have fun project to work with.