This was my first experience in field of image processing, computer vision and machine learning. In this collaborative project, I had the chance to work with my college friends on an application which analyzes a photo and detects points which could have been manipulated in image in order to make a hoax. My contribution in this project was on finding features in image which can represent the non professional image editing. My experience with Adobe Photoshop was really helpful here and by providing sample hoax images and conducting study on how we can differentiate hoax, we were able to enhance the performance of the system by up to 20% in final accuracy.
The most important thing for me in this project was the chance of working on image features for the first time and getting my hand dirty with computer vision algorithms and ideas.