• Ravindra Yadav
• Vikas Vankhede
• Jay Singh

Abstract— This Paper basically contains applications of computer vision. In this Paper we have implemented computer vison and its three major application. First of all we have implemented face recognition system using Rapid object detection using Boosted Cascade of Simple Features paper published by Paul Viola and Michael Jones. Then we further implemented SSD algorithm for object detection using paper SSD: Single Shot MultiBox detection published by Wei Liu. At last we have implemented Generative Adversarial Network using paper publish by Ian Goodfellow. For implementing SSD we have used VOC dataset which is mentioned in paper by Wei Liu. SSD is much better than other normal CNN technique having 76.9% accuracy on 512 x 512 model.

CNN, SSD, Generative Adversarial Network, Object detection

"A Novel Approach To Detect Objects In The Videos Using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.433-454, May-2019, Available :http://www.jetir.org/papers/JETIR1905165.pdf

"A Novel Approach To Detect Objects In The Videos Using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 5, page no. pp433-454, May-2019, Available at : http://www.jetir.org/papers/JETIR1905165.pdf